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MT-ND4L
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  • MT-ND4L
CANCER LUNG CANCER Show tissue menu
BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
LUAD TCGA LUAD VALIDATION LUSC TCGA LUSC VALIDATION PROTEIN LUAD CPTAC PROTEIN LUSC CPTAC
Dictionary
Lung cancer
Human cancer
Lung adenocarcinoma
Lung squamous cell carcinoma
LUNG ADENOCARCINOMA (TCGA) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

MT-ND4L is not prognostic in Lung Adenocarcinoma (TCGA)


Stage:


Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 3568.43
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 7130.6
Number of samples 497
Samples
Sample Description pTPM
TCGA-62-8397-01A 70 years, female, white, stage:Stage IIB, alive, 1289 days 36376.6
TCGA-69-7760-01A 73 years, male, white, stage:Stage IIB, alive, 202 days 25962.3
TCGA-86-A4D0-01A 48 years, male, white, stage:Stage IIA, dead, 116 days 23152.3
TCGA-49-4512-01A 69 years, female, white, stage:Stage IIIA, dead, 905 days 21886.7
TCGA-75-7025-01A male, stage:Stage IB, alive, 3305 days 21303.8
TCGA-55-6981-01A 53 years, female, white, stage:Stage IIIA, dead, 1379 days 21219.9
TCGA-78-7166-01A 84 years, male, white, stage:Stage IIB, dead, 258 days 21200.2
TCGA-62-A46R-01A 54 years, female, white, stage:Stage IB, dead, 1725 days 20733.8
TCGA-53-A4EZ-01A 63 years, male, white, stage:Stage IIA, alive, 1071 days 20405.6
TCGA-78-7535-01A 45 years, male, white, stage:Stage IB, dead, 949 days 20042.4
TCGA-62-A46O-01A 65 years, female, white, stage:Stage IB, dead, 1454 days 19612.1
TCGA-L9-A7SV-01A 69 years, male, black or african american, stage:Stage IIA, alive, 565 days 19187.2
TCGA-NJ-A55R-01A 67 years, male, white, stage:Stage IA, alive, 603 days 19169.3
TCGA-95-A4VP-01A 66 years, female, white, stage:Stage IIIA, alive, 605 days 19072.8
TCGA-55-7910-01A 50 years, female, black or african american, stage:Stage IIA, alive, 1040 days 18777.0
TCGA-49-AAR2-01A 64 years, male, black or african american, stage:Stage IB, alive, 2224 days 18738.9
TCGA-49-AARQ-01A 41 years, female, black or african american, stage:Stage I, alive, 6732 days 18262.8
TCGA-62-A470-01A 84 years, male, white, stage:Stage IB, dead, 1194 days 17624.5
TCGA-J2-A4AD-01A 61 years, female, white, stage:Stage IA, dead, 550 days 17620.7
TCGA-55-7728-01A 64 years, female, white, stage:Stage IB, alive, 704 days 17405.4
TCGA-78-7153-01A 65 years, female, white, stage:Stage IB, alive, 3635 days 16471.8
TCGA-49-6742-01A 70 years, male, white, stage:Stage IIA, dead, 488 days 15980.5
TCGA-44-2659-01A 65 years, female, white, stage:Stage IIB, alive, 1367 days 15905.5
TCGA-55-7724-01A 76 years, female, white, stage:Stage IB, alive, 705 days 15833.6
TCGA-97-7937-01A 65 years, male, white, stage:Stage IB, alive, 564 days 15539.5
TCGA-49-AAR3-01A 69 years, male, black or african american, stage:Stage IIB, alive, 1893 days 15375.3
TCGA-55-8094-01A 51 years, male, white, stage:Stage IV, alive, 541 days 15329.6
TCGA-55-6984-01A 71 years, female, white, stage:Stage IIB, dead, 760 days 15288.2
TCGA-78-7148-01A 71 years, male, white, stage:Stage IIB, dead, 626 days 15228.6
TCGA-95-7944-01A 71 years, male, white, stage:Stage IA, alive, 377 days 15190.5
TCGA-86-7714-01A 61 years, female, black or african american, stage:Stage IIIA, dead, 625 days 15168.4
TCGA-L4-A4E5-01A 48 years, female, white, stage:Stage I, alive, 578 days 15079.4
TCGA-55-7907-01A 77 years, male, white, stage:Stage IIA, dead, 343 days 15065.8
TCGA-NJ-A4YF-01A 50 years, female, black or african american, stage:Stage IA, alive, 2161 days 15063.2
TCGA-49-AARO-01A 39 years, female, black or african american, stage:Stage IA, alive, 3759 days 14991.2
TCGA-86-7711-01A 70 years, male, white, stage:Stage IIA, dead, 1046 days 14981.5
TCGA-75-6214-01A female, stage:Stage IIIA, dead, 1115 days 14918.1
TCGA-55-A48Y-01A 69 years, male, white, stage:Stage IIA, alive, 630 days 14847.8
TCGA-44-7660-01A 72 years, male, white, stage:Stage IB, alive, 592 days 14592.1
TCGA-49-4514-01A 79 years, female, white, stage:Stage IA, alive, 1700 days 14507.2
TCGA-49-AARE-01A 51 years, female, black or african american, stage:Stage IA, dead, 1229 days 14429.5
TCGA-50-5051-01A 42 years, female, white, stage:Stage IIIA, dead, 478 days 14333.8
TCGA-55-A57B-01A 80 years, female, black or african american, stage:Stage IA, alive, 546 days 14005.8
TCGA-93-7348-01A 75 years, female, white, stage:Stage IA, alive, 531 days 13947.7
TCGA-44-5644-01A 51 years, female, white, stage:Stage IB, alive, 863 days 13851.4
TCGA-73-A9RS-01A 41 years, male, black or african american, stage:Stage IIB, dead, 340 days 13848.5
TCGA-78-7540-01A 66 years, female, white, stage:Stage IB, dead, 1197 days 13214.7
TCGA-78-7149-01A 71 years, male, white, stage:Stage IIIB, alive, 3940 days 13188.1
TCGA-55-8510-01A 55 years, female, white, stage:Stage IB, alive, 539 days 13117.1
TCGA-55-7570-01A 60 years, male, black or african american, stage:Stage IA, alive, 824 days 13060.5
TCGA-55-7576-01A 54 years, male, black or african american, stage:Stage IB, alive, 670 days 13030.4
TCGA-55-6985-01A 58 years, female, white, stage:Stage IB, alive, 1233 days 12972.1
TCGA-55-8619-01A 72 years, female, white, stage:Stage IIB, alive, 416 days 12821.7
TCGA-53-7813-01A 51 years, female, white, stage:Stage IIIB, alive, 424 days 12815.1
TCGA-78-7155-01A 68 years, male, white, stage:Stage IB, dead, 1171 days 12750.1
TCGA-55-1592-01A 65 years, male, white, stage:Stage IA, dead, 701 days 12675.2
TCGA-99-AA5R-01A 70 years, female, black or african american, stage:Stage IA, alive, 658 days 12546.1
TCGA-62-8399-01A 62 years, male, white, stage:Stage IIIA, alive, 2696 days 12436.9
TCGA-55-8616-01A 58 years, female, white, stage:Stage IB, alive, 48 days 12381.5
TCGA-97-8552-01A 55 years, female, white, stage:Stage I, alive, 626 days 12290.7
TCGA-55-7726-01A 72 years, female, white, stage:Stage IA, alive, 652 days 12285.6
TCGA-55-A494-01A 61 years, female, white, stage:Stage IB, alive, 481 days 12177.4
TCGA-50-7109-01A 60 years, male, white, stage:Stage IA, dead, 308 days 12150.3
TCGA-NJ-A55O-01A 56 years, female, white, stage:Stage IIA, alive, 13 days 12149.0
TCGA-49-AAQV-01A 63 years, female, black or african american, stage:Stage II, dead, 677 days 12067.9
TCGA-75-7027-01A male, stage:Stage IB, alive, 3059 days 12026.4
TCGA-55-7816-01A 49 years, female, white, stage:Stage IV, dead, 468 days 12018.1
TCGA-J2-A4AE-01A 77 years, female, white, stage:Stage IA, alive, 1079 days 11883.0
TCGA-55-8512-01A 41 years, male, white, stage:Stage IV, dead, 607 days 11881.5
TCGA-62-A471-01A 64 years, male, white, stage:Stage IIB, alive, 1246 days 11835.4
TCGA-44-A4SU-01A 67 years, female, white, stage:Stage IA, dead, 409 days 11713.5
TCGA-55-7815-01A 76 years, male, stage:Stage IB, alive, 773 days 11645.3
TCGA-55-8514-01A 70 years, female, black or african american, stage:Stage IB, alive, 520 days 11542.1
TCGA-50-5944-01A 69 years, female, white, stage:Stage IA, alive, 1750 days 11412.6
TCGA-99-8033-01A 74 years, female, white, stage:Stage IV, dead, 656 days 11333.2
TCGA-99-8025-01A 72 years, female, black or african american, stage:Stage IIIA, alive, 1060 days 11311.2
TCGA-55-7227-01A 77 years, male, white, stage:Stage IIIA, dead, 952 days 11198.7
TCGA-97-A4M7-01A 74 years, male, white, stage:Stage IA, alive, 629 days 11189.9
TCGA-95-7043-01A 63 years, female, white, stage:Stage IA, dead, 503 days 11185.8
TCGA-91-A4BC-01A 59 years, male, white, stage:Stage IIA, alive, 44 days 10995.4
TCGA-NJ-A4YQ-01A 69 years, female, white, stage:Stage IA, alive, 1432 days 10981.8
TCGA-71-6725-01A 48 years, female, asian, stage:Stage IB, alive, 256 days 10772.1
TCGA-69-8255-01A 71 years, male, white, stage:Stage IA, alive, 129 days 10716.7
TCGA-55-8096-01A 67 years, female, white, stage:Stage IB, dead, 719 days 10715.6
TCGA-55-A4DG-01A 71 years, male, white, stage:Stage IA, alive, 608 days 10679.5
TCGA-55-6980-01A 56 years, male, white, stage:Stage IA, alive, 2109 days 10669.8
TCGA-55-A4DF-01A 88 years, male, white, stage:Stage IA, dead, 440 days 10589.9
TCGA-93-A4JQ-01A 49 years, male, white, stage:Stage IA, alive, 526 days 10559.4
TCGA-62-A46S-01A 73 years, male, white, stage:Stage IB, dead, 1653 days 10509.3
TCGA-55-8615-01A 67 years, male, white, stage:Stage IIIA, alive, 446 days 10480.2
TCGA-86-7955-01A 62 years, male, white, stage:Stage IB, alive, 1072 days 10454.3
TCGA-55-7725-01A 68 years, female, white, stage:Stage IA, alive, 442 days 10441.3
TCGA-95-A4VK-01A 74 years, female, white, stage:Stage IIIA, alive, 651 days 10417.9
TCGA-62-A46V-01A 78 years, female, white, stage:Stage IB, alive, 2199 days 10381.0
TCGA-50-6673-01A 84 years, female, white, stage:Stage I, dead, 22 days 10380.6
TCGA-55-8505-01A 62 years, male, white, stage:Stage IIIA, alive, 440 days 10379.1
TCGA-44-A47G-01A 73 years, female, white, stage:Stage IA, alive, 351 days 10347.1
TCGA-97-7546-01A 76 years, female, white, stage:Stage IA, alive, 1285 days 10277.5
TCGA-97-A4M2-01A 66 years, male, white, stage:Stage IA, alive, 624 days 10236.1
TCGA-93-A4JP-01A 64 years, male, asian, stage:Stage IV, alive, 578 days 10222.3
TCGA-MP-A4TE-01A 56 years, male, white, stage:Stage IIA, dead, 896 days 10103.5
TCGA-55-A493-01A 54 years, female, white, stage:Stage IB, alive, 28 days 10084.4
TCGA-78-7160-01A 61 years, male, white, stage:Stage IV, dead, 697 days 10060.5
TCGA-55-8507-01A 53 years, male, white, stage:Stage IA, alive, 418 days 10059.8
TCGA-50-8459-01A 68 years, male, white, stage:Stage IIB, alive, 1119 days 10029.1
TCGA-55-6987-01A 77 years, male, white, stage:Stage IA, alive, 2137 days 10019.8
TCGA-64-5779-01A 61 years, male, white, stage:Stage IIIA, alive, 864 days 10017.6
TCGA-86-8585-01A 57 years, male, white, stage:Stage IB, alive, 353 days 9977.1
TCGA-L4-A4E6-01A 67 years, male, white, stage:Stage IA, alive, 435 days 9968.4
TCGA-55-7727-01A 70 years, male, white, stage:Stage IIIA, alive, 119 days 9906.6
TCGA-97-8179-01A 72 years, male, white, stage:Stage IA, alive, 435 days 9838.4
TCGA-49-4490-01A 45 years, female, white, stage:Stage IIIA, dead, 385 days 9820.5
TCGA-86-A456-01A 78 years, female, asian, stage:Stage IA, alive, 896 days 9735.5
TCGA-44-6779-01A 50 years, female, white, stage:Stage IIB, dead, 500 days 9698.0
TCGA-86-8673-01A 61 years, male, white, stage:Stage IB, alive, 862 days 9617.4
TCGA-78-7220-01A 53 years, female, white, stage:Stage IIIA, dead, 807 days 9559.0
TCGA-55-8513-01A 77 years, female, white, stage:Stage IIB, alive, 791 days 9491.4
TCGA-55-8091-01A 74 years, male, white, stage:Stage IB, alive, 600 days 9472.9
TCGA-49-AARR-01A 68 years, male, black or african american, stage:Stage IA, alive, 4992 days 9441.4
TCGA-69-7979-01A 71 years, female, white, stage:Stage IB, alive, 408 days 9405.5
TCGA-97-8547-01A 78 years, female, stage:Stage IIIA, alive, 657 days 9337.4
TCGA-44-A4SS-01A 73 years, male, white, stage:Stage IA, alive, 415 days 9337.2
TCGA-MP-A4T8-01A 68 years, male, stage:Stage IIIA, dead, 161 days 9335.4
TCGA-4B-A93V-01A 52 years, female, black or african american, stage:Stage IA, dead, 300 days 9333.2
TCGA-97-8176-01A 63 years, male, white, stage:Stage IIIA, dead, 468 days 9326.9
TCGA-69-7980-01A 70 years, female, white, stage:Stage I, alive, 411 days 9224.8
TCGA-86-8358-01A 44 years, male, white, stage:Stage IB, alive, 653 days 9210.1
TCGA-MN-A4N1-01A 60 years, male, black or african american, stage:Stage IIA, alive, 827 days 9209.4
TCGA-50-5044-01A 72 years, female, white, stage:Stage IIIB, dead, 624 days 9208.3
TCGA-MP-A4TD-01A 71 years, male, white, stage:Stage IIIA, dead, 307 days 9182.9
TCGA-86-A4JF-01A 56 years, male, white, stage:Stage IIB, dead, 737 days 9169.8
TCGA-78-7150-01A 59 years, male, white, stage:Stage IIB, dead, 666 days 9103.9
TCGA-64-1681-01A 61 years, female, white, stage:Stage IA, dead, 1167 days 9085.4
TCGA-44-6774-01A 56 years, female, white, stage:Stage IIIA, alive, 658 days 8970.2
TCGA-95-A4VN-01A 62 years, female, white, stage:Stage IIA, alive, 553 days 8923.8
TCGA-78-7154-01A 72 years, male, white, stage:Stage IIIA, dead, 593 days 8914.8
TCGA-55-8206-01A 56 years, male, white, stage:Stage IA, alive, 888 days 8881.1
TCGA-MP-A4SW-01A 53 years, male, white, stage:Stage IIB, dead, 1778 days 8782.1
TCGA-L9-A444-01A 60 years, female, white, stage:Stage IA, alive, 307 days 8767.1
TCGA-MP-A4T7-01A 75 years, female, stage:Stage IV, dead, 167 days 8754.8
TCGA-J2-A4AG-01A 66 years, female, white, stage:Stage IA, alive, 988 days 8751.7
TCGA-97-7941-01A 72 years, female, white, stage:Stage IA, alive, 484 days 8717.5
TCGA-86-A4P8-01A 59 years, female, white, stage:Stage IIIA, alive, 805 days 8705.3
TCGA-O1-A52J-01A 74 years, female, white, stage:Stage IA, dead, 1798 days 8652.4
TCGA-69-8254-01A 85 years, male, white, stage:'--, alive, 409 days 8651.9
TCGA-97-A4M3-01A 69 years, female, white, stage:Stage IA, alive, 540 days 8631.5
TCGA-73-4668-01A 66 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days 8554.7
TCGA-62-A472-01A 70 years, male, white, stage:Stage IIB, alive, 910 days 8519.3
TCGA-49-4505-01A 61 years, female, white, stage:Stage IIB, dead, 428 days 8486.5
TCGA-78-7159-01A 60 years, female, white, stage:Stage IA, alive, 1974 days 8466.1
TCGA-55-7995-01A 73 years, female, white, stage:Stage IA, alive, 889 days 8464.6
TCGA-55-8620-01A 60 years, male, white, stage:Stage IV, dead, 375 days 8448.0
TCGA-91-6847-01A 62 years, female, white, stage:Stage IB, alive, 842 days 8440.1
TCGA-97-8171-01A 81 years, male, asian, stage:Stage IV, alive, 568 days 8431.7
TCGA-55-6975-01A 61 years, male, white, stage:Stage IIB, dead, 118 days 8381.2
TCGA-69-7765-01A 56 years, male, black or african american, stage:'--, alive, 165 days 8358.2
TCGA-50-5946-01A 62 years, male, white, stage:Stage IA, alive, 1617 days 8236.9
TCGA-L9-A50W-01A 75 years, male, black or african american, stage:Stage IIA, dead, 442 days 8170.4
TCGA-55-A48Z-01A 60 years, female, white, stage:Stage IIIB, alive, 651 days 8168.5
TCGA-99-8032-01A 61 years, male, white, stage:Stage IA, alive, 44 days 8077.6
TCGA-NJ-A55A-01A 76 years, female, white, stage:Stage IB, alive, 15 days 8056.8
TCGA-62-8402-01A 73 years, female, white, stage:Stage IIIA, dead, 1498 days 8016.4
TCGA-44-7669-01A 59 years, male, black or african american, stage:Stage IIA, dead, 574 days 8015.8
TCGA-49-6744-01A 64 years, female, white, stage:Stage IIA, alive, 1683 days 8014.8
TCGA-97-A4M5-01A 83 years, male, white, stage:Stage IA, alive, 634 days 7983.9
TCGA-91-7771-01A 62 years, male, white, stage:Stage IIB, alive, 492 days 7981.5
TCGA-38-4626-01A 57 years, female, white, stage:'--, alive, 3674 days 7977.7
TCGA-55-A491-01A 81 years, female, white, stage:Stage IA, alive, 626 days 7917.2
TCGA-50-5072-01A 74 years, male, white, stage:Stage IIIA, dead, 250 days 7890.9
TCGA-91-6830-01A 65 years, female, white, stage:Stage IIA, alive, 60 days 7876.5
TCGA-78-7156-01A 62 years, male, white, stage:Stage IV, dead, 976 days 7720.0
TCGA-73-4675-01A 59 years, male, white, stage:Stage IIIA, dead, 922 days 7695.3
TCGA-50-6594-01A 79 years, female, black or african american, stage:Stage IIIA, dead, 370 days 7677.2
TCGA-78-7161-01A 69 years, female, white, stage:Stage IIB, dead, 291 days 7660.2
TCGA-55-A490-01A 78 years, male, white, stage:Stage IIA, dead, 99 days 7604.0
TCGA-55-7281-01A 70 years, female, white, stage:Stage IA, alive, 872 days 7598.0
TCGA-95-7947-01A 67 years, male, white, stage:Stage IA, alive, 477 days 7570.9
TCGA-55-8090-01A 80 years, male, white, stage:Stage IA, dead, 598 days 7510.7
TCGA-75-6212-01A female, stage:Stage IIB, dead, 1516 days 7508.4
TCGA-38-7271-01A 72 years, female, white, stage:Stage IA, dead, 800 days 7452.4
TCGA-L9-A5IP-01A 40 years, female, black or african american, stage:Stage IV, dead, 58 days 7435.7
TCGA-MP-A5C7-01A 76 years, female, white, stage:Stage IB, alive, 2248 days 7422.9
TCGA-50-6593-01A 49 years, female, white, stage:Stage IIIA, dead, 336 days 7390.7
TCGA-49-AAR0-01A 57 years, male, black or african american, stage:Stage IA, alive, 4765 days 7371.7
TCGA-62-8394-01A 65 years, female, white, stage:Stage IIIB, dead, 139 days 7344.8
TCGA-86-8359-01A 52 years, male, white, stage:Stage IIIA, dead, 444 days 7333.8
TCGA-75-5125-01A male, stage:Stage IIB, dead, 2027 days 7323.1
TCGA-J2-8192-01A 65 years, female, white, stage:Stage IIA, alive, 739 days 7289.8
TCGA-62-A46Y-01A 70 years, female, white, stage:Stage IIIA, dead, 414 days 7276.9
TCGA-44-6148-01A 60 years, male, white, stage:Stage IA, alive, 704 days 7275.2
TCGA-55-7903-01A 64 years, male, white, stage:Stage IA, alive, 567 days 7253.5
TCGA-49-4487-01A 72 years, female, white, stage:Stage IA, dead, 855 days 7237.7
TCGA-44-6778-01A 59 years, male, black or african american, stage:Stage IA, alive, 1864 days 7160.5
TCGA-93-A4JO-01A 70 years, male, white, stage:Stage IA, dead, 33 days 7160.2
TCGA-86-8279-01A 46 years, male, white, stage:Stage IIA, alive, 949 days 7154.0
TCGA-71-8520-01A 60 years, female, asian, stage:Stage IB, dead, 210 days 7137.2
TCGA-78-7143-01A 62 years, female, white, stage:Stage IB, dead, 4961 days 7131.6
TCGA-55-8506-01A 62 years, female, white, stage:Stage IIB, alive, 11 days 7129.6
TCGA-MP-A4T6-01A 76 years, female, white, stage:Stage IIIA, dead, 1790 days 7022.7
TCGA-69-8453-01A 77 years, male, white, stage:Stage IIB, alive, 813 days 7005.8
TCGA-86-A4P7-01A 63 years, female, white, stage:Stage IB, alive, 415 days 6991.1
TCGA-55-6970-01A 67 years, female, white, stage:Stage IIIA, dead, 464 days 6972.7
TCGA-MN-A4N4-01A 57 years, male, white, stage:Stage IA, alive, 1175 days 6961.3
TCGA-05-4396-01A 76 years, male, stage:Stage IIIB, dead, 303 days 6951.7
TCGA-95-8039-01A 72 years, male, white, stage:Stage IA, alive, 830 days 6946.1
TCGA-86-7701-01A 66 years, male, white, stage:Stage IV, alive, 947 days 6940.3
TCGA-55-8085-01A 64 years, male, white, stage:Stage IA, alive, 904 days 6936.4
TCGA-91-6849-01A 75 years, female, black or african american, stage:Stage IIIA, alive, 35 days 6926.5
TCGA-55-6968-01A 61 years, male, white, stage:Stage IV, dead, 1293 days 6910.9
TCGA-93-8067-01A 77 years, male, asian, stage:Stage IB, alive, 186 days 6902.7
TCGA-MP-A4TA-01A 75 years, female, white, stage:Stage IA, dead, 950 days 6845.2
TCGA-55-8299-01A 61 years, female, white, stage:Stage IA, dead, 469 days 6833.3
TCGA-78-7163-01A 60 years, male, white, stage:Stage IB, alive, 7248 days 6811.2
TCGA-67-6216-01A 57 years, female, white, stage:Stage IA, alive, 141 days 6789.1
TCGA-97-A4M1-01A 52 years, female, white, stage:Stage IA, alive, 601 days 6784.9
TCGA-55-6983-01A 81 years, male, white, stage:Stage IIB, alive, 2823 days 6740.6
TCGA-NJ-A4YI-01A 87 years, female, white, stage:Stage IIIA, dead, 4 days 6738.0
TCGA-55-5899-01A 58 years, male, white, stage:'--, alive, 930 days 6702.3
TCGA-55-6979-01A 59 years, female, white, stage:Stage IIB, dead, 237 days 6699.3
TCGA-44-A479-01A 73 years, female, black or african american, stage:Stage IB, alive, 486 days 6689.3
TCGA-62-8398-01A 55 years, male, white, stage:Stage IIIA, dead, 444 days 6689.3
TCGA-78-8640-01A 59 years, male, stage:Stage IIA, alive, 7062 days 6687.6
TCGA-55-8302-01A 54 years, male, white, stage:Stage IB, alive, 478 days 6682.7
TCGA-44-7667-01A 49 years, female, white, stage:Stage IIB, alive, 1097 days 6629.2
TCGA-44-6776-01A 60 years, female, white, stage:Stage IA, alive, 2616 days 6623.3
TCGA-69-7764-01A 75 years, male, white, stage:Stage IA, alive, 414 days 6611.5
TCGA-L9-A8F4-01A 64 years, female, black or african american, stage:Stage IB, alive, 476 days 6604.9
TCGA-38-4628-01A 65 years, female, white, stage:Stage IIB, dead, 1492 days 6551.2
TCGA-55-8508-01A 60 years, female, black or african american, stage:Stage IIA, alive, 617 days 6501.6
TCGA-55-8208-01A 73 years, female, white, stage:Stage IA, alive, 674 days 6489.1
TCGA-49-AAR4-01A 51 years, male, black or african american, stage:Stage IIIA, dead, 879 days 6461.6
TCGA-78-8660-01A 69 years, male, stage:Stage IIB, dead, 321 days 6441.4
TCGA-67-6217-01A 73 years, female, white, stage:Stage IIA, alive, 422 days 6427.1
TCGA-50-6597-01A 79 years, female, white, stage:Stage IB, dead, 1268 days 6413.6
TCGA-53-7624-01A 40 years, female, white, stage:Stage IV, dead, 1043 days 6403.3
TCGA-MP-A4T9-01A 54 years, female, white, stage:Stage IIIA, dead, 1265 days 6399.4
TCGA-55-8614-01A 76 years, male, white, stage:Stage IB, alive, 536 days 6336.5
TCGA-NJ-A4YP-01A 52 years, male, white, stage:Stage IB, alive, 50 days 6330.5
TCGA-MP-A4TK-01A 56 years, female, stage:Stage IIB, dead, 582 days 6308.5
TCGA-55-8204-01A 87 years, female, white, stage:Stage IB, alive, 515 days 6290.0
TCGA-78-7147-01A 67 years, female, white, stage:Stage IIB, dead, 586 days 6265.8
TCGA-49-AARN-01A 56 years, female, black or african american, stage:Stage IA, dead, 1135 days 6262.3
TCGA-05-4424-01A 70 years, male, stage:Stage IIB, alive, 913 days 6257.2
TCGA-91-6829-01A 78 years, male, white, stage:Stage IB, dead, 1258 days 6237.0
TCGA-55-8621-01A 75 years, female, white, stage:Stage IA, alive, 515 days 6232.0
TCGA-55-8097-01A 60 years, female, white, stage:Stage IA, alive, 476 days 6207.1
TCGA-78-7158-01A 59 years, female, white, stage:Stage IIIB, dead, 179 days 6186.0
TCGA-NJ-A4YG-01A 65 years, male, white, stage:Stage IB, alive, 2261 days 6136.1
TCGA-05-4384-01A 66 years, male, stage:Stage IIIA, alive, 426 days 6109.8
TCGA-05-4405-01A 74 years, female, stage:Stage IB, alive, 610 days 6109.5
TCGA-69-A59K-01A 60 years, female, black or african american, stage:Stage IIB, alive, 591 days 6109.0
TCGA-91-6831-01A 66 years, male, white, stage:Stage IB, alive, 310 days 6085.8
TCGA-97-7938-01A 76 years, female, white, stage:Stage IA, dead, 18 days 6080.5
TCGA-MP-A4SV-01A 67 years, male, stage:Stage IB, dead, 2620 days 6070.5
TCGA-05-4420-01A 41 years, male, stage:Stage IB, alive, 912 days 6058.3
TCGA-97-A4M6-01A 45 years, female, white, stage:Stage IA, alive, 568 days 6055.6
TCGA-95-7039-01A 54 years, female, white, stage:Stage IIB, alive, 1272 days 6024.7
TCGA-55-8089-01A 56 years, male, white, stage:Stage IA, dead, 702 days 6007.3
TCGA-99-7458-01A 74 years, female, white, stage:Stage IIIA, alive, 747 days 5988.5
TCGA-49-6761-01A 68 years, female, white, stage:Stage IIIA, alive, 354 days 5946.6
TCGA-67-6215-01A 52 years, female, white, stage:Stage IB, alive, 174 days 5940.0
TCGA-97-7547-01A 67 years, female, white, stage:Stage IB, alive, 1965 days 5936.8
TCGA-69-7761-01A 84 years, male, white, stage:Stage IB, alive, 186 days 5929.1
TCGA-55-7574-01A 64 years, female, white, stage:Stage IB, dead, 995 days 5913.6
TCGA-50-8460-01A 74 years, male, white, stage:Stage IA, alive, 829 days 5900.8
TCGA-55-8207-01A 73 years, male, white, stage:Stage IB, alive, 977 days 5895.5
TCGA-53-7626-01A 76 years, female, white, stage:Stage IIA, dead, 929 days 5888.5
TCGA-78-7537-01A 72 years, male, stage:Stage IB, dead, 1622 days 5841.4
TCGA-69-7763-01A 69 years, male, white, stage:Stage IA, alive, 690 days 5831.1
TCGA-MN-A4N5-01A 63 years, male, white, stage:Stage IA, alive, 84 days 5813.8
TCGA-55-6982-01A 79 years, female, white, stage:Stage IIB, dead, 995 days 5812.4
TCGA-64-1679-01A 58 years, female, white, stage:Stage IIIA, alive, 2488 days 5803.1
TCGA-86-8668-01A 61 years, female, white, stage:Stage IA, alive, 423 days 5790.3
TCGA-44-7659-01A 70 years, male, white, stage:Stage IA, alive, 691 days 5766.4
TCGA-05-4397-01A 65 years, male, stage:Stage IIB, dead, 731 days 5752.5
TCGA-05-4417-01A 51 years, female, stage:Stage IB, alive, 455 days 5744.3
TCGA-97-8175-01A 55 years, female, white, stage:Stage IB, alive, 551 days 5726.9
TCGA-44-A47B-01A 79 years, male, white, stage:Stage IB, alive, 287 days 5706.9
TCGA-55-7573-01A 72 years, female, white, stage:Stage IA, alive, 487 days 5680.1
TCGA-55-8203-01A 69 years, female, white, stage:Stage IA, alive, 547 days 5673.2
TCGA-50-5942-01A 67 years, female, white, stage:Stage IA, alive, 1847 days 5672.0
TCGA-50-5936-01A 58 years, male, white, stage:Stage IIIA, dead, 257 days 5643.6
TCGA-55-A48X-01A 63 years, female, white, stage:Stage IIA, alive, 689 days 5630.9
TCGA-78-8662-01A 53 years, female, stage:Stage IB, dead, 3361 days 5608.3
TCGA-86-7953-01A 69 years, female, white, stage:Stage IA, alive, 997 days 5574.6
TCGA-50-6591-01A 63 years, female, white, stage:Stage IV, dead, 119 days 5560.0
TCGA-86-7713-01A 70 years, male, white, stage:Stage IIA, alive, 1157 days 5531.5
TCGA-05-4415-01A 57 years, male, stage:Stage IIIB, dead, 91 days 5519.0
TCGA-55-8511-01A 73 years, female, white, stage:Stage IB, alive, 552 days 5488.9
TCGA-MP-A4TF-01A 58 years, female, white, stage:Stage IIA, dead, 336 days 5479.2
TCGA-91-6835-01A 81 years, female, white, stage:Stage IA, alive, 79 days 5473.2
TCGA-91-6840-01A 59 years, female, white, stage:Stage IA, alive, 372 days 5442.1
TCGA-38-A44F-01A 80 years, male, white, stage:Stage IB, alive, 133 days 5402.6
TCGA-50-5930-01A 47 years, male, white, stage:Stage IIIA, dead, 282 days 5395.2
TCGA-97-7553-01A 58 years, female, white, stage:Stage IA, alive, 1870 days 5393.3
TCGA-62-8395-01A 80 years, female, white, stage:Stage IIB, alive, 1216 days 5351.6
TCGA-78-7167-01A 77 years, male, white, stage:Stage IV, dead, 2681 days 5328.7
TCGA-97-7552-01A 70 years, male, white, stage:Stage IB, alive, 1932 days 5323.6
TCGA-44-6147-01A 67 years, female, white, stage:Stage IA, alive, 845 days 5320.2
TCGA-44-3919-01A 71 years, female, white, stage:Stage IA, dead, 1026 days 5263.1
TCGA-86-8278-01A 63 years, female, white, stage:Stage IIB, alive, 944 days 5252.4
TCGA-55-7994-01A 81 years, male, white, stage:Stage IIB, alive, 603 days 5239.7
TCGA-44-7662-01A 61 years, male, white, stage:Stage IB, alive, 218 days 5237.2
TCGA-05-4427-01A 65 years, female, stage:Stage IIB, alive, 791 days 5216.8
TCGA-50-8457-01A 63 years, female, black or african american, stage:Stage IA, alive, 1125 days 5179.4
TCGA-95-7562-01A 71 years, male, black or african american, stage:Stage IIA, dead, 87 days 5175.4
TCGA-MP-A4SY-01A 61 years, male, white, stage:Stage IIB, dead, 1501 days 5170.8
TCGA-69-7978-01A 59 years, male, white, stage:Stage IIB, alive, 134 days 5168.8
TCGA-78-7145-01A 52 years, female, white, stage:Stage IV, dead, 826 days 5153.6
TCGA-L9-A443-01A 63 years, female, white, stage:Stage IA, dead, 193 days 5105.7
TCGA-78-7162-01A 75 years, male, white, stage:Stage IA, dead, 3169 days 5057.5
TCGA-97-8172-01A 75 years, female, white, stage:Stage IB, alive, 545 days 5045.5
TCGA-62-A46P-01A 65 years, male, white, stage:Stage IB, dead, 594 days 5029.1
TCGA-44-2666-01A 43 years, male, white, stage:Stage IB, dead, 97 days 5028.3
TCGA-55-6712-01A 71 years, male, white, stage:Stage IIA, dead, 171 days 4978.3
TCGA-80-5608-01A female, stage:Stage IA, alive, 2832 days 4967.8
TCGA-44-3396-01A 74 years, female, white, stage:Stage IIIA, alive, 1130 days 4947.3
TCGA-MP-A4TH-01A 70 years, female, white, stage:Stage IA, alive, 741 days 4931.9
TCGA-73-4676-01A 45 years, male, white, stage:Stage IIA, dead, 281 days 4925.0
TCGA-S2-AA1A-01A 68 years, female, black or african american, stage:Stage IA, alive, 513 days 4918.7
TCGA-50-5932-01A 75 years, male, white, stage:Stage IIB, dead, 1235 days 4881.0
TCGA-73-4658-01A 80 years, female, white, stage:Stage IB, dead, 1600 days 4877.8
TCGA-91-8497-01A 75 years, female, white, stage:Stage IA, dead, 434 days 4870.0
TCGA-05-4433-01A 82 years, male, stage:Stage IB, alive, 730 days 4856.7
TCGA-05-4389-01A 70 years, male, stage:Stage IA, alive, 1369 days 4852.9
TCGA-49-6767-01A 46 years, female, white, stage:Stage IIB, alive, 677 days 4835.5
TCGA-55-7911-01A 70 years, female, white, stage:Stage IA, alive, 537 days 4823.8
TCGA-69-7974-01A 54 years, female, white, stage:Stage IIIA, alive, 184 days 4810.6
TCGA-50-6595-01A 74 years, female, white, stage:Stage IIIA, dead, 189 days 4807.9
TCGA-86-8073-01A 58 years, male, white, stage:Stage IB, alive, 740 days 4799.9
TCGA-91-6836-01A 52 years, female, white, stage:Stage IB, alive, 417 days 4795.9
TCGA-75-6206-01A male, stage:Stage IB, alive, 2590 days 4732.2
TCGA-MP-A4T4-01A 68 years, female, white, stage:Stage IIB, dead, 2617 days 4718.4
TCGA-73-4662-01A 65 years, female, white, stage:Stage IA, alive, 2515 days 4717.0
TCGA-67-3774-01A 73 years, female, white, stage:Stage IB, alive, 385 days 4710.3
TCGA-44-8117-01A 54 years, female, white, stage:Stage IB, alive, 385 days 4706.8
TCGA-49-AAR9-01A 61 years, male, black or african american, stage:Stage IIB, dead, 260 days 4683.1
TCGA-55-7283-01A 76 years, female, white, stage:Stage IIIA, alive, 609 days 4681.0
TCGA-05-4432-01A 66 years, male, stage:Stage IIB, alive, 761 days 4662.7
TCGA-73-7498-01A 58 years, female, white, stage:Stage IA, alive, 1189 days 4655.0
TCGA-97-A4M0-01A 60 years, female, white, stage:Stage IB, alive, 652 days 4651.8
TCGA-86-8671-01A 72 years, female, white, stage:Stage IIB, alive, 839 days 4607.2
TCGA-86-6851-01A 73 years, female, white, stage:Stage IIA, alive, 179 days 4583.3
TCGA-86-8076-01A 42 years, male, white, stage:Stage IA, alive, 993 days 4564.5
TCGA-86-8669-01A 64 years, male, white, stage:Stage IA, alive, 938 days 4557.5
TCGA-97-7554-01A 83 years, female, white, stage:Stage IIIA, alive, 775 days 4534.5
TCGA-NJ-A7XG-01A 49 years, male, black or african american, stage:Stage IIIA, alive, 617 days 4529.3
TCGA-95-8494-01A 67 years, male, white, stage:Stage IIA, alive, 84 days 4516.3
TCGA-55-6978-01A 81 years, male, white, stage:Stage IIA, dead, 176 days 4500.3
TCGA-L9-A743-01A 56 years, male, black or african american, stage:Stage IIA, alive, 664 days 4465.2
TCGA-MP-A4TJ-01A 62 years, female, stage:Stage IA, dead, 339 days 4463.8
TCGA-55-6971-01A 59 years, female, white, stage:Stage IB, alive, 1400 days 4429.6
TCGA-05-4422-01A 68 years, male, stage:Stage IB, alive, 365 days 4424.6
TCGA-05-5715-01A 69 years, female, stage:Stage IB, alive, 62 days 4375.7
TCGA-73-4677-01A 74 years, male, white, stage:'--, dead, 38 days 4362.1
TCGA-55-8087-01A 59 years, female, white, stage:Stage IB, alive, 462 days 4359.5
TCGA-05-4398-01A 47 years, female, stage:Stage IIIB, alive, 1431 days 4358.4
TCGA-44-2655-01A 65 years, female, white, stage:Stage IA, alive, 1324 days 4325.1
TCGA-44-7670-01A 47 years, female, white, stage:Stage IIA, alive, 882 days 4296.2
TCGA-49-6745-01A 82 years, male, white, stage:Stage IIIA, alive, 522 days 4275.6
TCGA-50-6592-01A 71 years, female, white, stage:Stage IB, dead, 777 days 4270.2
TCGA-86-8055-01A 79 years, male, white, stage:Stage IIA, dead, 124 days 4240.9
TCGA-86-6562-01A 52 years, male, white, stage:Stage IIA, dead, 376 days 4187.0
TCGA-44-7672-01A 52 years, female, white, stage:Stage IA, alive, 719 days 4183.4
TCGA-49-6743-01A 81 years, female, white, stage:Stage IIIA, alive, 1621 days 4183.1
TCGA-55-8092-01A 75 years, male, white, stage:Stage IIB, dead, 154 days 4148.5
TCGA-55-6986-01A 74 years, female, white, stage:Stage IB, alive, 3261 days 4129.0
TCGA-MP-A4TI-01A 72 years, male, white, stage:Stage IIA, dead, 429 days 4114.9
TCGA-91-6828-01A 70 years, male, white, stage:Stage IA, alive, 323 days 4068.9
TCGA-73-4659-01A 66 years, male, white, stage:Stage IIIA, dead, 711 days 4040.9
TCGA-38-4630-01A 75 years, female, white, stage:Stage IB, dead, 1073 days 4031.2
TCGA-05-4402-01A 57 years, female, stage:Stage IV, dead, 244 days 4003.0
TCGA-86-8674-01A 50 years, male, white, stage:Stage IIA, alive, 806 days 3975.1
TCGA-49-4501-01A 67 years, female, white, stage:Stage IB, dead, 1421 days 3956.3
TCGA-93-7347-01A 76 years, female, white, stage:Stage IA, alive, 683 days 3928.3
TCGA-05-4382-01A 68 years, male, stage:Stage IB, alive, 607 days 3927.7
TCGA-78-7536-01A 69 years, male, white, stage:Stage IIIA, dead, 244 days 3911.9
TCGA-MP-A4TC-01A 77 years, male, white, stage:Stage IIIA, dead, 74 days 3905.6
TCGA-86-8056-01A 63 years, female, white, stage:Stage IIIA, alive, 139 days 3896.3
TCGA-50-5931-01A 75 years, female, white, stage:Stage IB, dead, 434 days 3862.7
TCGA-44-5643-01A 53 years, male, black or african american, stage:Stage IIIA, alive, 1013 days 3856.2
TCGA-78-7633-01A 67 years, male, white, stage:Stage IB, dead, 1528 days 3829.5
TCGA-44-2665-01A 55 years, female, white, stage:Stage IIB, alive, 1301 days 3815.7
TCGA-50-5933-01A 72 years, male, white, stage:Stage IIIB, dead, 2393 days 3807.4
TCGA-97-8177-01A 59 years, female, white, stage:Stage IB, alive, 499 days 3804.1
TCGA-55-6543-01A 60 years, female, white, stage:Stage IA, alive, 435 days 3755.9
TCGA-38-6178-01A 70 years, female, white, stage:Stage IIIA, alive, 448 days 3753.6
TCGA-05-4434-01A 67 years, female, stage:Stage IV, dead, 457 days 3723.5
TCGA-69-8253-01A 59 years, female, black or african american, stage:Stage IIA, alive, 426 days 3716.4
TCGA-44-8119-01A 73 years, male, white, stage:Stage IIB, alive, 285 days 3701.6
TCGA-91-6848-01A 59 years, male, white, stage:Stage IIIA, alive, 224 days 3663.5
TCGA-86-8054-01A 61 years, male, white, stage:Stage IIB, alive, 1148 days 3602.1
TCGA-44-7661-01A 69 years, female, white, stage:Stage IB, dead, 557 days 3597.2
TCGA-78-7542-01A 56 years, male, white, stage:Stage IB, dead, 321 days 3593.7
TCGA-73-4666-01A 52 years, female, white, stage:Stage IV, alive, 800 days 3543.2
TCGA-97-A4LX-01A 81 years, male, white, stage:Stage IB, alive, 614 days 3534.3
TCGA-69-7973-01A 42 years, female, white, stage:Stage IB, alive, 230 days 3515.1
TCGA-49-4506-01A 68 years, female, white, stage:Stage IIB, dead, 999 days 3495.0
TCGA-93-A4JN-01A 71 years, male, white, stage:Stage IV, alive, 718 days 3491.1
TCGA-50-5935-01A 86 years, female, white, stage:Stage IA, dead, 653 days 3405.5
TCGA-49-4507-01A 73 years, female, white, stage:Stage IIIA, dead, 268 days 3398.3
TCGA-44-2668-01A 51 years, male, white, stage:Stage IB, dead, 761 days 3391.6
TCGA-38-4627-01A 64 years, female, white, stage:Stage IIA, dead, 1147 days 3355.6
TCGA-78-7152-01A 65 years, male, white, stage:Stage IB, dead, 1215 days 3343.9
TCGA-86-8280-01A 54 years, female, white, stage:Stage IIA, alive, 701 days 3329.1
TCGA-50-6590-01A 72 years, female, white, stage:Stage IB, dead, 1288 days 3297.4
TCGA-55-6972-01A 72 years, male, white, stage:Stage IB, dead, 1632 days 3279.6
TCGA-44-6777-01A 85 years, female, white, stage:Stage IB, dead, 987 days 3242.6
TCGA-05-4403-01A 76 years, male, stage:Stage IB, alive, 578 days 3242.2
TCGA-97-8174-01A 67 years, male, white, stage:Stage IIA, dead, 164 days 3213.5
TCGA-78-7539-01A 75 years, female, white, stage:Stage IIA, alive, 791 days 3212.4
TCGA-05-4249-01A 67 years, male, stage:Stage IB, alive, 1523 days 3209.2
TCGA-44-7671-01A 64 years, male, black or african american, stage:Stage IB, alive, 889 days 3205.5
TCGA-83-5908-01A 59 years, female, white, stage:Stage IA, alive, 824 days 3197.2
TCGA-95-7567-01A 61 years, male, white, stage:Stage IIB, alive, 568 days 3185.0
TCGA-44-6145-01A 62 years, female, white, stage:Stage IA, alive, 595 days 3152.6
TCGA-86-8074-01A 62 years, female, white, stage:Stage IIA, alive, 24 days 3135.9
TCGA-73-4670-01A 69 years, female, white, stage:Stage IV, alive, 131 days 3132.2
TCGA-05-4418-01A 69 years, male, stage:Stage IIIA, dead, 274 days 3121.6
TCGA-35-3615-01A 57 years, male, white, stage:Stage IB, alive, 14 days 3120.6
TCGA-64-5774-01A 60 years, male, white, stage:Stage IB, alive, 2676 days 3103.6
TCGA-86-8075-01A 66 years, female, white, stage:Stage IB, dead, 694 days 3083.3
TCGA-99-8028-01A 50 years, female, black or african american, stage:Stage IA, alive, 1118 days 3076.6
TCGA-J2-8194-01A 69 years, female, white, stage:Stage IIB, alive, 724 days 3035.7
TCGA-38-4629-01A 68 years, male, white, stage:Stage IIB, dead, 864 days 2988.3
TCGA-86-7954-01A 68 years, female, white, stage:Stage IB, alive, 605 days 2950.2
TCGA-05-4390-01A 58 years, female, stage:Stage IB, alive, 1126 days 2925.4
TCGA-49-4510-01A 51 years, female, black or african american, stage:Stage IIB, dead, 896 days 2912.3
TCGA-95-7948-01A 42 years, female, white, stage:Stage IB, alive, 476 days 2901.7
TCGA-86-8672-01A 59 years, male, white, stage:Stage IIB, dead, 19 days 2900.0
TCGA-44-8120-01A 58 years, male, black or african american, stage:Stage IB, alive, 260 days 2897.2
TCGA-50-5939-01A 85 years, male, white, stage:Stage IB, dead, 460 days 2880.2
TCGA-67-3771-01A 77 years, female, black or african american, stage:Stage IA, alive, 610 days 2865.5
TCGA-55-6642-01A 63 years, male, white, stage:Stage IB, alive, 2449 days 2862.6
TCGA-55-7914-01A 71 years, female, white, stage:Stage IIA, dead, 187 days 2829.2
TCGA-38-4625-01A 66 years, female, white, stage:Stage IB, alive, 2973 days 2815.1
TCGA-44-2656-01A 59 years, male, white, stage:Stage IB, alive, 1429 days 2812.9
TCGA-67-3772-01A 82 years, female, white, stage:Stage IB, alive, 573 days 2739.3
TCGA-55-8301-01A 58 years, male, white, stage:Stage IB, alive, 534 days 2726.2
TCGA-64-1677-01A 77 years, female, white, stage:Stage IIIA, dead, 628 days 2697.5
TCGA-50-5941-01A 55 years, female, white, stage:Stage IIIA, alive, 1474 days 2671.4
TCGA-73-7499-01A 81 years, female, white, stage:Stage IB, dead, 1531 days 2594.4
TCGA-80-5611-01A male, stage:Stage IB, alive, 2595 days 2542.4
TCGA-55-8205-01A 76 years, female, white, stage:Stage IIA, alive, 599 days 2515.2
TCGA-44-4112-01A 60 years, female, white, stage:Stage IB, dead, 808 days 2469.6
TCGA-64-5781-01A 55 years, female, white, stage:Stage IB, alive, 1559 days 2422.1
TCGA-78-8648-01A 58 years, female, stage:Stage IIB, dead, 1209 days 2402.2
TCGA-44-2657-01A 74 years, female, white, stage:Stage IB, alive, 1351 days 2383.1
TCGA-05-4426-01A 71 years, male, stage:Stage IB, alive, 791 days 2316.4
TCGA-44-A47A-01A 78 years, female, white, stage:Stage IB, alive, 466 days 2268.4
TCGA-78-8655-01A 77 years, female, stage:Stage IA, alive, 2360 days 2262.4
TCGA-05-4430-01A 59 years, female, stage:Stage IB, alive, 761 days 2221.6
TCGA-67-3770-01A 70 years, female, white, stage:Stage IA, alive, 610 days 2204.9
TCGA-05-4250-01A 79 years, female, stage:Stage IIIA, dead, 121 days 2192.8
TCGA-49-4488-01A 74 years, female, white, stage:Stage IA, dead, 869 days 2114.3
TCGA-78-7146-01A 71 years, female, white, stage:Stage IIIA, dead, 173 days 2067.4
TCGA-64-5815-01A 74 years, male, white, stage:Stage IIB, alive, 866 days 2066.5
TCGA-55-1596-01A 55 years, male, asian, stage:Stage IIB, alive, 2065 days 2057.4
TCGA-64-5778-01A 60 years, male, white, stage:Stage IB, alive, 1305 days 1972.3
TCGA-44-2661-01A 69 years, female, white, stage:Stage IA, alive, 1159 days 1972.0
TCGA-05-5425-01A 68 years, male, stage:Stage IIB, alive, 882 days 1872.0
TCGA-38-4632-01A 42 years, male, black or african american, stage:Stage IV, dead, 1357 days 1822.1
TCGA-49-4486-01A 72 years, male, white, stage:Stage IA, dead, 2318 days 1807.4
TCGA-55-1594-01A 68 years, male, white, stage:Stage IIIA, alive, 1178 days 1783.5
TCGA-49-4494-01A 77 years, male, white, stage:Stage IIIA, dead, 1081 days 1779.8
TCGA-38-4631-01A 72 years, female, white, stage:Stage IB, dead, 354 days 1717.0
TCGA-05-4425-01A 70 years, female, stage:Stage IV, alive, 669 days 1715.7
TCGA-91-8499-01A 76 years, female, white, stage:Stage IA, alive, 36 days 1699.5
TCGA-64-1678-01A 70 years, female, white, stage:'--, alive, 1189 days 1696.4
TCGA-64-1676-01A 58 years, male, white, stage:Stage IA, alive, 1728 days 1573.9
TCGA-64-5775-01A 71 years, male, white, stage:Stage IIIA, dead, 62 days 1553.6
TCGA-44-3918-01A 60 years, female, white, stage:Stage IA, alive, 1036 days 1435.2
TCGA-44-3398-01A 77 years, female, white, stage:Stage IA, alive, 1163 days 1426.7
TCGA-55-A492-01A 70 years, female, white, stage:Stage IA, alive, 596 days 1407.4
TCGA-91-A4BD-01A 78 years, male, white, stage:Stage IIA, alive, 603 days 1302.6
TCGA-67-3773-01A 84 years, female, white, stage:Stage IB, alive, 427 days 1239.6
TCGA-64-1680-01A 63 years, male, white, stage:Stage IV, alive, 1126 days 1212.5
TCGA-05-5423-01A 65 years, male, stage:Stage IIB, alive, 151 days 1140.5
TCGA-50-5055-01A 79 years, female, white, stage:Stage IIA, dead, 1830 days 1103.6
TCGA-35-4123-01A 38 years, male, white, stage:Stage IA, alive, 182 days 1098.6
TCGA-91-8496-01A 63 years, female, white, stage:Stage IB, alive, 505 days 929.8
TCGA-50-5045-01A 57 years, female, black or african american, stage:'--, dead, 2174 days 871.4
TCGA-05-5428-01A 57 years, male, stage:Stage IIA, alive, 670 days 853.6
TCGA-05-5420-01A 67 years, male, stage:Stage IIIA, alive, 457 days 821.8
TCGA-05-5429-01A 60 years, male, stage:Stage IIIA, dead, 275 days 811.2
TCGA-50-5068-01A 59 years, female, white, stage:Stage IIB, dead, 1499 days 809.6
TCGA-35-4122-01A 69 years, male, white, stage:Stage IA, alive, 225 days 789.8
TCGA-75-5147-01A female, stage:Stage IB, alive, 1333 days 781.9
TCGA-75-5146-01A male, stage:Stage IB, alive, 2368 days 672.1
TCGA-50-5049-01A 70 years, male, white, stage:Stage IA, alive, 3094 days 603.2
TCGA-35-5375-01A 61 years, male, white, stage:Stage IIIA, alive, 264 days 536.2
TCGA-44-6775-01A 72 years, female, white, stage:Stage IB, alive, 705 days 509.2
TCGA-50-5066-01A 72 years, male, black or african american, stage:Stage IB, alive, 1442 days 357.5
TCGA-44-3917-01A 33 years, female, white, stage:Stage IB, alive, 1183 days 254.8
TCGA-44-6146-01A 64 years, male, white, stage:Stage IIB, alive, 728 days 225.9
TCGA-44-2662-01A 65 years, male, white, stage:Stage IB, alive, 1280 days 153.2
TCGA-44-5645-01A 61 years, female, black or african american, stage:Stage IA, alive, 852 days 99.7
Show allShow less
LUNG ADENOCARCINOMA (VALIDATION) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

MT-ND4L is not prognostic in Lung Adenocarcinoma (validation)


Stage:

Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 11889
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 9459.1
Number of samples 105
Samples
Sample Description pTPM
L814 73 years, male, stage:Stage IIIA, alive, 2466 days 29521.9
L728 77 years, male, stage:Stage IIB, dead, 1128 days 26706.0
L504 65 years, female, stage:Stage IA, dead, 1295 days 21716.4
L710 72 years, female, stage:Stage IIA, alive, 1775 days 19332.5
L511 56 years, female, stage:Stage IIIA, alive, 2942 days 18961.6
L493 56 years, female, stage:Stage IIB, alive, 2945 days 18752.5
L455 52 years, female, stage:Stage IA, alive, 3315 days 18172.5
L850 77 years, male, stage:Stage IIIA, dead, 997 days 17142.6
L596 74 years, female, stage:Stage IA, alive, 2319 days 16379.4
L626 76 years, female, stage:Stage IA, dead, 1994 days 15370.8
L532 69 years, female, stage:Stage IA, dead, 301 days 14979.4
L826 45 years, female, stage:Stage IV, dead, 935 days 14337.1
L764 66 years, male, stage:Stage IIIA, alive, 1684 days 14227.9
L778 65 years, female, stage:Stage IA, alive, 1600 days 13871.3
L872 71 years, female, stage:Stage IA, alive, 1793 days 13840.7
L606 55 years, male, stage:Stage IA, alive, 2336 days 13556.5
L439 80 years, male, stage:Stage IIB, dead, 2773 days 13229.2
L689 69 years, male, stage:Stage IA, alive, 1943 days 12603.0
L831 62 years, female, stage:Stage IB, alive, 2152 days 12348.8
L638 65 years, male, stage:Stage IA, alive, 2076 days 12239.9
L602 69 years, female, stage:Stage IA, alive, 2277 days 12200.9
L569 76 years, female, stage:Stage IA, alive, 2531 days 11950.1
L541 70 years, female, stage:Stage IIIA, dead, 915 days 11827.9
L613 72 years, male, stage:Stage IIIA, dead, 19 days 11812.9
L566 58 years, male, stage:Stage IB, alive, 2489 days 11586.1
L879 75 years, male, stage:Stage IV, dead, 873 days 11186.9
L749 49 years, female, stage:Stage IIIA, dead, 189 days 11185.8
L782 73 years, female, stage:Stage IIB, alive, 3371 days 11100.4
L531 74 years, male, stage:Stage IB, dead, 928 days 11033.8
L738 74 years, female, stage:Stage IB, dead, 1314 days 10963.4
L619 68 years, female, stage:Stage IIIA, dead, 1905 days 10917.0
L816 73 years, female, stage:Stage IIA, dead, 353 days 10782.8
L607 59 years, male, stage:Stage IB, alive, 2572 days 10711.4
L890 56 years, female, stage:Stage IIB, dead, 1264 days 10556.7
L875 69 years, female, stage:Stage IA, alive, 1675 days 10516.7
L746 64 years, female, stage:Stage IIIA, dead, 594 days 10489.2
L695 68 years, female, stage:Stage IB, dead, 1762 days 10329.4
L599 80 years, male, stage:Stage IB, dead, 2083 days 10045.2
L413 72 years, female, stage:Stage IIIA, dead, 313 days 9847.9
L656 58 years, male, stage:Stage IA, alive, 2227 days 9712.4
L673 74 years, female, stage:Stage IA, dead, 568 days 9703.5
L458 76 years, female, stage:Stage IA, dead, 223 days 9584.2
L612 80 years, female, stage:Stage IIIA, alive, 2410 days 9502.8
L877 70 years, female, stage:Stage IA, alive, 1599 days 9436.8
L484 64 years, female, stage:Stage IA, alive, 2895 days 9235.9
L551 62 years, male, stage:Stage IA, alive, 2924 days 9111.9
L885 62 years, female, stage:Stage IA, alive, 1618 days 9099.2
L802 62 years, female, stage:Stage IA, dead, 773 days 8986.8
L565 59 years, female, stage:Stage IB, dead, 543 days 8967.7
L630 65 years, female, stage:Stage IA, dead, 1733 days 8815.7
L871 74 years, male, stage:Stage IB, dead, 873 days 8798.0
L800 66 years, female, stage:Stage IA, dead, 2417 days 8655.0
L605 74 years, female, stage:Stage IA, alive, 2460 days 8628.8
L887 77 years, male, stage:Stage IA, dead, 374 days 8561.6
L593 78 years, male, stage:Stage IA, dead, 2436 days 8554.2
L400 78 years, male, stage:Stage IIA, dead, 1233 days 8545.3
L561 62 years, female, stage:Stage IA, alive, 2543 days 8542.6
L543 65 years, male, stage:Stage IA, alive, 2711 days 8540.8
L601 75 years, male, stage:Stage IB, dead, 2068 days 8421.6
L873 62 years, female, stage:Stage IA, alive, 1740 days 8244.1
L867 62 years, female, stage:Stage IIIA, dead, 317 days 8208.9
L678 65 years, female, stage:Stage IB, dead, 1114 days 8098.2
L731 59 years, female, stage:Stage IA, dead, 964 days 8069.0
L832 65 years, female, stage:Stage IA, alive, 2145 days 8068.5
L546 57 years, male, stage:Stage IA, dead, 973 days 7853.2
L567 83 years, female, stage:Stage IIIA, dead, 1299 days 7658.9
L621 79 years, female, stage:Stage IIIA, dead, 1487 days 7484.8
L725 64 years, female, stage:Stage IA, alive, 1830 days 7415.0
L440 80 years, male, stage:Stage IIB, dead, 651 days 7381.2
L683 77 years, female, stage:Stage IIA, dead, 612 days 7272.8
L446 71 years, female, stage:Stage IIB, dead, 415 days 7130.3
L768 60 years, male, stage:Stage IIIA, dead, 472 days 7115.9
L585 70 years, female, stage:Stage IIA, dead, 402 days 7084.8
L663 62 years, female, stage:Stage IB, alive, 2018 days 6825.6
L865 75 years, female, stage:Stage IIB, alive, 1927 days 6688.1
L791 66 years, female, stage:Stage IIIA, dead, 368 days 6675.9
L404 74 years, female, stage:Stage IIA, dead, 2318 days 6668.1
L810 64 years, female, stage:Stage IIIA, dead, 625 days 6642.6
L530 76 years, female, stage:Stage IIA, dead, 308 days 6567.7
L874 56 years, female, stage:Stage IIIA, alive, 1733 days 6407.5
L766 59 years, male, stage:Stage IB, alive, 1793 days 6320.5
L829 76 years, male, stage:Stage IA, alive, 2173 days 6236.2
L851 70 years, male, stage:Stage IB, dead, 1315 days 6210.0
L557 81 years, female, stage:Stage IB, alive, 2580 days 6200.3
L620 70 years, female, stage:Stage IIIA, dead, 338 days 5937.7
L616 54 years, male, stage:Stage IA, dead, 410 days 5477.6
L462 67 years, male, stage:Stage IIIA, dead, 568 days 5441.6
L735 75 years, female, stage:Stage IA, alive, 1830 days 5418.6
L827 70 years, male, stage:Stage IIB, dead, 1105 days 5224.8
L773 64 years, female, stage:Stage IV, dead, 311 days 5204.0
L842 62 years, female, stage:Stage IB, alive, 2005 days 5166.3
L617 68 years, male, stage:Stage IIIA, dead, 238 days 5086.7
L682 64 years, female, stage:Stage IIB, dead, 840 days 4799.4
L880 75 years, female, stage:Stage IA, alive, 1767 days 4696.8
L808 48 years, female, stage:Stage IA, alive, 3001 days 4624.4
L662 66 years, male, stage:Stage IA, dead, 865 days 4595.9
L838 71 years, female, stage:Stage IA, dead, 1005 days 4584.4
L545 60 years, female, stage:Stage IA, alive, 2874 days 4514.5
L828 68 years, female, stage:Stage IIB, alive, 2222 days 4466.7
L703 71 years, male, stage:Stage IIA, dead, 1137 days 3708.8
L401 74 years, male, stage:Stage IIIA, dead, 1888 days 2786.8
L603 70 years, female, stage:Stage IB, dead, 972 days 2731.9
L688 57 years, male, stage:Stage IIIA, dead, 789 days 1734.0
L752 65 years, male, stage:Stage IIIA, alive, 1647 days 1385.1
L473 66 years, female, stage:Stage IA, alive, 3021 days 1354.6
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA (TCGA) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

MT-ND4L is not prognostic in Lung Squamous Cell Carcinoma (TCGA)


Stage:


Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 3718.68
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 5840.7
Number of samples 489
Samples
Sample Description pTPM
TCGA-NK-A7XE-01A 66 years, male, black or african american, stage:Stage IIIB, alive, 13 days 27232.0
TCGA-O2-A52W-01A 63 years, male, black or african american, stage:Stage I, dead, 261 days 26865.4
TCGA-85-A50Z-01A 57 years, male, white, stage:Stage IIA, alive, 493 days 23248.5
TCGA-56-A4BW-01A 55 years, male, white, stage:Stage IIA, alive, 585 days 21386.0
TCGA-33-AASL-01A 57 years, female, black or african american, stage:Stage IA, dead, 826 days 21363.6
TCGA-46-6025-01A 71 years, male, white, stage:Stage IIB, alive, 324 days 17719.4
TCGA-58-8391-01A 57 years, female, white, stage:Stage IIIA, alive, 2167 days 17668.0
TCGA-56-7221-01A 79 years, male, white, stage:Stage IB, alive, 608 days 17089.0
TCGA-56-A49D-01A 67 years, male, white, stage:Stage IIIA, alive, 637 days 16202.5
TCGA-94-7033-01A 73 years, male, white, stage:Stage IB, alive, 640 days 15709.7
TCGA-63-A5MI-01A 65 years, male, stage:Stage IIIA, alive, 1784 days 15501.6
TCGA-43-2578-01A 59 years, female, white, stage:Stage IA, dead, 684 days 15458.0
TCGA-33-AASB-01A 66 years, male, black or african american, stage:Stage IB, dead, 211 days 14834.6
TCGA-77-8143-01A 76 years, male, stage:Stage IIIA, dead, 803 days 14641.9
TCGA-NC-A5HR-01A 75 years, female, white, stage:Stage IIA, alive, 1244 days 14286.2
TCGA-56-7582-01A 83 years, male, white, stage:Stage IB, alive, 601 days 14234.4
TCGA-33-A5GW-01A 67 years, male, white, stage:Stage IIA, dead, 9 days 13906.8
TCGA-33-6737-01A 71 years, male, white, stage:Stage IIIA, dead, 601 days 13905.5
TCGA-34-A5IX-01A 80 years, male, white, stage:Stage IIB, alive, 1031 days 13678.8
TCGA-77-A5GA-01A 76 years, male, stage:Stage IB, alive, 1280 days 13513.9
TCGA-98-A539-01A 63 years, male, white, stage:Stage IIB, alive, 173 days 13468.6
TCGA-33-AASD-01A 83 years, male, black or african american, stage:Stage IA, dead, 2249 days 13445.3
TCGA-77-8140-01A 66 years, female, stage:Stage IIB, dead, 351 days 13407.1
TCGA-90-7964-01A 70 years, male, white, stage:Stage IB, alive, 428 days 13403.0
TCGA-58-A46J-01A 64 years, male, white, stage:Stage IIB, alive, 2589 days 13251.1
TCGA-21-1081-01A 69 years, male, white, stage:Stage IIB, dead, 284 days 12889.4
TCGA-85-A4QR-01A 67 years, male, white, stage:Stage IB, alive, 600 days 12481.1
TCGA-33-AASI-01A 65 years, female, black or african american, stage:Stage IIB, dead, 1344 days 12406.3
TCGA-58-A46L-01A 73 years, male, white, stage:Stage IIIA, alive, 1723 days 12167.4
TCGA-39-5027-01A 73 years, male, white, stage:Stage IB, alive, 3108 days 12078.5
TCGA-39-5024-01A 65 years, female, white, stage:Stage IIIA, alive, 2510 days 12043.5
TCGA-85-8354-01A 53 years, male, white, stage:Stage IB, alive, 995 days 12041.1
TCGA-56-A5DS-01A 72 years, female, white, stage:Stage IB, alive, 8 days 11806.8
TCGA-18-4083-01A 63 years, male, white, stage:Stage IIB, dead, 188 days 11734.4
TCGA-77-7463-01A 75 years, male, white, stage:Stage IB, dead, 1423 days 11391.7
TCGA-22-4595-01A 57 years, male, white, stage:Stage IIIA, dead, 734 days 11098.7
TCGA-21-1082-01A 61 years, male, white, stage:Stage IB, alive, 3644 days 11011.5
TCGA-60-2726-01A 56 years, male, white, stage:Stage IIA, dead, 358 days 10987.2
TCGA-63-6202-01A male, stage:Stage IIA, alive, 1602 days 10657.1
TCGA-56-8624-01A 84 years, male, white, stage:Stage IIB, alive, 420 days 10597.4
TCGA-56-7731-01A 66 years, female, white, stage:Stage IB, dead, 3 days 10512.7
TCGA-33-4582-01A 55 years, male, white, stage:Stage IA, dead, 3149 days 10501.7
TCGA-94-7943-01A 80 years, male, white, stage:Stage IA, alive, 559 days 10478.3
TCGA-63-A5MY-01A 63 years, male, stage:Stage IA, alive, 1052 days 10452.5
TCGA-56-7822-01A 75 years, male, black or african american, stage:Stage IIB, dead, 532 days 10443.2
TCGA-77-6845-01A 69 years, male, white, stage:Stage IIB, dead, 708 days 10409.8
TCGA-21-1070-01A 60 years, female, black or african american, stage:Stage IIIA, alive, 3636 days 10389.4
TCGA-85-8288-01A 70 years, male, white, stage:Stage IIA, dead, 402 days 10386.1
TCGA-63-A5MG-01A 68 years, male, stage:Stage IB, alive, 2148 days 10257.7
TCGA-56-7579-01A 61 years, male, white, stage:Stage IIIA, dead, 951 days 10209.3
TCGA-33-6738-01A 80 years, male, white, stage:Stage IIIA, alive, 1927 days 10202.5
TCGA-85-A512-01A 46 years, male, white, stage:Stage IIA, alive, 465 days 10032.3
TCGA-63-A5MB-01A 62 years, male, stage:Stage IB, alive, 3123 days 9925.7
TCGA-60-2721-01A 73 years, male, white, stage:Stage IB, alive, 983 days 9788.4
TCGA-77-8150-01A 64 years, male, stage:Stage IIIA, dead, 1655 days 9787.0
TCGA-NC-A5HT-01A 69 years, male, white, stage:Stage IIIA, alive, 804 days 9717.6
TCGA-98-A53B-01A 69 years, male, white, stage:Stage IB, dead, 61 days 9711.5
TCGA-56-8626-01A 59 years, male, white, stage:Stage IA, dead, 302 days 9628.7
TCGA-L3-A4E7-01A 71 years, male, white, stage:Stage IB, alive, 392 days 9571.6
TCGA-77-7465-01A 58 years, male, white, stage:Stage IIA, alive, 990 days 9477.5
TCGA-85-A4CL-01A 65 years, male, white, stage:Stage IA, dead, 921 days 9473.9
TCGA-56-A4BX-01A 70 years, male, white, stage:Stage IIA, alive, 405 days 9394.5
TCGA-77-7335-01A 62 years, female, white, stage:Stage IIIB, dead, 2133 days 9394.4
TCGA-94-A4VJ-01A 71 years, female, white, stage:Stage IA, alive, 430 days 9376.4
TCGA-56-8307-01A 55 years, female, white, stage:Stage IIB, alive, 818 days 9304.0
TCGA-98-A53H-01A 76 years, female, white, stage:Stage IA, alive, 618 days 9297.5
TCGA-56-8629-01A 63 years, male, white, stage:Stage IIA, alive, 481 days 9235.8
TCGA-56-A4ZK-01A 76 years, female, white, stage:Stage IB, alive, 570 days 9201.6
TCGA-90-6837-01A 64 years, male, white, stage:Stage IIB, alive, 758 days 9143.2
TCGA-63-A5MT-01A 74 years, male, stage:Stage IIB, alive, 498 days 9117.8
TCGA-22-1002-01A 69 years, male, white, stage:Stage IA, dead, 131 days 9100.2
TCGA-NC-A5HI-01A 68 years, female, white, stage:Stage IB, alive, 1743 days 9001.6
TCGA-NC-A5HL-01A 73 years, male, white, stage:Stage IIA, dead, 88 days 8969.8
TCGA-43-2576-01A 62 years, female, white, stage:Stage IIIA, alive, 1223 days 8898.6
TCGA-77-6844-01A 74 years, male, white, stage:Stage IIIA, dead, 2284 days 8895.4
TCGA-85-8352-01A 67 years, male, white, stage:Stage IIIA, dead, 161 days 8874.6
TCGA-60-2715-01A 51 years, male, white, stage:Stage IA, dead, 1075 days 8795.7
TCGA-60-2719-01A 83 years, female, white, stage:Stage IB, alive, 1297 days 8791.3
TCGA-22-4601-01A 73 years, female, white, stage:Stage IIIA, dead, 1057 days 8781.0
TCGA-85-8479-01A 66 years, male, white, stage:Stage IA, alive, 468 days 8745.0
TCGA-56-7223-01A 66 years, male, white, stage:Stage IIIA, dead, 442 days 8732.3
TCGA-77-7141-01A 64 years, male, white, stage:Stage IB, alive, 15 days 8724.3
TCGA-21-1071-01A 67 years, male, white, stage:Stage IB, dead, 1426 days 8704.3
TCGA-77-A5GF-01A 70 years, male, stage:Stage IIA, dead, 840 days 8611.7
TCGA-56-A62T-01A 78 years, male, black or african american, stage:Stage IIA, alive, 440 days 8547.8
TCGA-94-A5I6-01A 62 years, male, white, stage:Stage IIB, alive, 538 days 8489.6
TCGA-58-8388-01A 60 years, male, white, stage:Stage IB, dead, 412 days 8472.9
TCGA-56-7730-01A 73 years, male, white, stage:Stage IIA, dead, 198 days 8463.8
TCGA-NC-A5HM-01A 76 years, male, white, stage:Stage IB, alive, 1212 days 8453.4
TCGA-77-8154-01A 67 years, male, stage:Stage IA, alive, 1841 days 8396.9
TCGA-34-8456-01A 71 years, female, white, stage:Stage IIA, alive, 804 days 8359.5
TCGA-43-A56V-01A 61 years, male, black or african american, stage:Stage IIIA, alive, 366 days 8302.6
TCGA-66-2793-01A 68 years, male, stage:Stage IIIB, dead, 306 days 8293.4
TCGA-77-7142-01A 59 years, female, white, stage:Stage IB, alive, 2227 days 8228.6
TCGA-98-8022-01A 61 years, male, white, stage:Stage IA, dead, 933 days 8172.1
TCGA-90-A59Q-01A 61 years, female, white, stage:Stage IIA, dead, 322 days 8097.7
TCGA-77-7140-01A 69 years, female, white, stage:Stage IIB, dead, 632 days 8090.6
TCGA-98-A53D-01A 68 years, male, white, stage:Stage IIB, dead, 645 days 8087.7
TCGA-58-8392-01A 70 years, male, white, stage:Stage IB, dead, 501 days 8008.7
TCGA-85-7696-01A 64 years, male, white, stage:Stage IA, alive, 1111 days 7985.6
TCGA-85-A53L-01A 63 years, male, asian, stage:Stage IIA, alive, 377 days 7928.0
TCGA-98-A53J-01A 77 years, male, white, stage:Stage IB, alive, 630 days 7922.0
TCGA-43-A475-01A 67 years, female, white, stage:Stage IIB, alive, 296 days 7903.0
TCGA-58-A46K-01A 59 years, male, white, stage:Stage IIIA, dead, 1045 days 7843.2
TCGA-96-8169-01A 67 years, female, white, stage:Stage IA, alive, 557 days 7824.0
TCGA-51-4081-01A 55 years, male, white, stage:Stage IIB, alive, 911 days 7818.9
TCGA-58-8386-01A 75 years, male, stage:Stage IV, dead, 1 days 7789.0
TCGA-98-A53I-01A 64 years, male, white, stage:Stage IIA, alive, 565 days 7785.9
TCGA-33-AAS8-01A 59 years, female, black or african american, stage:Stage IA, dead, 1114 days 7775.6
TCGA-33-4538-01A 66 years, male, white, stage:Stage IIIA, dead, 2979 days 7742.1
TCGA-56-7580-01A 84 years, male, white, stage:Stage IB, alive, 925 days 7733.6
TCGA-66-2782-01A 71 years, male, stage:Stage IIB, dead, 365 days 7690.0
TCGA-56-A4BY-01A 66 years, male, white, stage:Stage IB, dead, 543 days 7676.9
TCGA-96-8170-01A 75 years, female, white, stage:Stage IIA, alive, 531 days 7670.0
TCGA-NC-A5HE-01A 60 years, male, white, stage:Stage IIB, alive, 2336 days 7669.1
TCGA-85-A50M-01A 47 years, male, asian, stage:Stage IIA, dead, 826 days 7655.3
TCGA-63-A5MV-01A 69 years, male, stage:Stage IIA, alive, 1100 days 7551.7
TCGA-66-2787-01A 57 years, male, stage:Stage IA, alive, 1217 days 7548.2
TCGA-34-2596-01A 70 years, male, white, stage:Stage IIB, dead, 80 days 7533.2
TCGA-O2-A52N-01A 78 years, male, white, stage:Stage I, dead, 1006 days 7520.6
TCGA-56-8504-01A 74 years, male, white, stage:Stage IB, alive, 510 days 7518.7
TCGA-56-8082-01A 80 years, female, white, stage:Stage IIA, alive, 455 days 7446.3
TCGA-98-A53A-01A 70 years, male, black or african american, stage:Stage IB, dead, 552 days 7396.1
TCGA-85-A4JB-01A 74 years, male, white, stage:Stage IIB, alive, 942 days 7392.6
TCGA-O2-A52V-01A 75 years, female, black or african american, stage:Stage II, dead, 1335 days 7385.8
TCGA-63-7021-01A male, stage:Stage IA, alive, 2142 days 7309.1
TCGA-85-8580-01A 52 years, female, white, stage:Stage IB, alive, 1113 days 7270.0
TCGA-85-A511-01A 62 years, male, white, stage:Stage IIB, dead, 455 days 7235.4
TCGA-33-4547-01A 68 years, male, white, stage:Stage IB, alive, 2419 days 7221.6
TCGA-77-8145-01A 73 years, male, stage:Stage IIIB, dead, 212 days 7219.5
TCGA-68-8251-01A 78 years, male, white, stage:Stage IB, alive, 406 days 7214.0
TCGA-77-8146-01A 72 years, male, stage:Stage IA, alive, 3189 days 7202.1
TCGA-85-8277-01A 70 years, male, white, stage:Stage IIIA, dead, 307 days 7114.6
TCGA-92-8065-01A 74 years, female, white, stage:Stage IIB, alive, 70 days 7090.9
TCGA-58-A46N-01A 52 years, male, white, stage:Stage IB, alive, 910 days 7053.0
TCGA-18-5592-01A 57 years, male, stage:Stage IIB, alive, 1519 days 7010.2
TCGA-56-8308-01A 79 years, male, white, stage:Stage IIB, alive, 517 days 7003.5
TCGA-63-A5MW-01A 76 years, male, stage:Stage IB, alive, 1639 days 6996.3
TCGA-43-8118-01A 55 years, female, white, stage:Stage IA, dead, 89 days 6976.2
TCGA-60-2703-01A 73 years, male, white, stage:Stage IIB, dead, 2945 days 6968.5
TCGA-NC-A5HJ-01A 59 years, male, white, stage:Stage IIB, dead, 418 days 6951.2
TCGA-21-1076-01A 54 years, female, white, stage:Stage IB, alive, 1852 days 6875.9
TCGA-22-1016-01A 65 years, male, white, stage:Stage IB, dead, 822 days 6833.7
TCGA-46-6026-01A 81 years, male, white, stage:Stage IIB, alive, 423 days 6831.6
TCGA-66-2790-01A 72 years, male, stage:Stage IIB, alive, 699 days 6823.3
TCGA-22-4605-01A 78 years, female, stage:Stage IB, dead, 974 days 6792.5
TCGA-96-7545-01A 73 years, male, white, stage:Stage IA, dead, 1736 days 6776.8
TCGA-37-4129-01A 52 years, female, white, stage:Stage IA, alive, 242 days 6730.7
TCGA-22-0944-01A 61 years, male, white, stage:Stage IB, dead, 223 days 6729.0
TCGA-21-1072-01A 75 years, male, white, stage:Stage IB, alive, 3016 days 6727.2
TCGA-22-4593-01A 77 years, male, white, stage:Stage IIA, dead, 1067 days 6722.9
TCGA-56-7222-01A 60 years, male, white, stage:Stage IB, dead, 562 days 6697.0
TCGA-LA-A446-01A 68 years, male, white, stage:Stage IA, alive, 401 days 6676.0
TCGA-37-A5EN-01A 59 years, male, white, stage:Stage IIIB, alive, 660 days 6602.0
TCGA-60-2708-01A 64 years, female, white, stage:Stage IIB, alive, 2447 days 6566.1
TCGA-XC-AA0X-01A 77 years, female, black or african american, stage:Stage IA, dead, 6 days 6547.4
TCGA-60-2706-01A 58 years, male, white, stage:Stage IA, alive, 2820 days 6544.9
TCGA-34-7107-01A 70 years, male, white, stage:Stage II, dead, 34 days 6535.7
TCGA-NC-A5HQ-01A 70 years, male, white, stage:Stage IIIA, dead, 448 days 6529.9
TCGA-56-A4ZJ-01A 75 years, female, white, stage:Stage IA, alive, 640 days 6500.6
TCGA-56-8304-01A 73 years, female, white, stage:Stage IA, alive, 106 days 6473.2
TCGA-58-A46M-01A 61 years, male, white, stage:Stage IIB, alive, 1072 days 6453.1
TCGA-NC-A5HO-01A 70 years, female, white, stage:Stage IIIA, alive, 1336 days 6426.3
TCGA-68-7755-01A 60 years, female, white, stage:Stage IIA, alive, 83 days 6420.2
TCGA-63-A5MR-01A 70 years, female, stage:Stage IB, alive, 2716 days 6405.8
TCGA-21-5787-01A 65 years, male, black or african american, stage:Stage IIIA, dead, 329 days 6373.9
TCGA-85-8072-01A 60 years, male, white, stage:Stage IA, alive, 932 days 6364.7
TCGA-66-2756-01A 68 years, male, stage:Stage IIIB, alive, 30 days 6340.4
TCGA-56-8622-01A 68 years, male, white, stage:Stage IB, alive, 55 days 6332.2
TCGA-77-6843-01A 74 years, male, white, stage:Stage IIA, dead, 2224 days 6279.0
TCGA-85-A4PA-01A 61 years, male, white, stage:Stage IB, alive, 741 days 6267.8
TCGA-77-7139-01A 56 years, male, white, stage:Stage IIB, alive, 4261 days 6253.3
TCGA-66-2770-01A 79 years, male, stage:Stage IB, alive, 700 days 6219.3
TCGA-90-7766-01A 66 years, female, white, stage:Stage IA, alive, 289 days 6211.4
TCGA-43-5668-01A 78 years, male, white, stage:Stage IIA, dead, 559 days 6201.0
TCGA-NC-A5HG-01A 59 years, male, white, stage:Stage IIIA, alive, 1963 days 6183.3
TCGA-22-4604-01A 73 years, male, white, stage:Stage IIA, dead, 399 days 6177.5
TCGA-18-3416-01A 83 years, male, stage:Stage IIB, dead, 973 days 6175.0
TCGA-63-A5ML-01A 68 years, male, stage:Stage IB, alive, 1386 days 6141.1
TCGA-56-8623-01A 71 years, male, white, stage:Stage IB, dead, 692 days 6133.0
TCGA-56-A5DR-01A 81 years, male, white, stage:Stage IA, alive, 4 days 6125.7
TCGA-98-8023-01A 70 years, male, white, stage:Stage IIIA, alive, 649 days 6074.1
TCGA-77-8133-01A 74 years, male, stage:Stage IIA, dead, 1640 days 6065.5
TCGA-77-8153-01A 77 years, female, stage:Stage IB, alive, 1992 days 6056.6
TCGA-22-A5C4-01A 70 years, male, white, stage:Stage IIA, alive, 671 days 6031.1
TCGA-96-A4JK-01A 65 years, male, white, stage:Stage IIA, alive, 589 days 6023.5
TCGA-60-2722-01A 66 years, male, white, stage:Stage IIB, alive, 908 days 5998.5
TCGA-39-5034-01A 73 years, female, white, stage:Stage IIB, dead, 1107 days 5994.0
TCGA-63-A5MP-01A 56 years, male, stage:Stage IIB, alive, 769 days 5961.7
TCGA-18-3407-01A 72 years, male, asian, stage:Stage IB, dead, 136 days 5947.6
TCGA-56-8628-01A 78 years, male, white, stage:Stage IA, alive, 616 days 5919.5
TCGA-96-7544-01A 83 years, male, white, stage:Stage IIB, dead, 2160 days 5913.2
TCGA-34-5927-01A 70 years, female, white, stage:Stage IA, alive, 1361 days 5821.4
TCGA-43-2581-01A 47 years, female, white, stage:Stage IIIA, alive, 1176 days 5811.4
TCGA-85-A4QQ-01A 68 years, male, white, stage:Stage IB, dead, 927 days 5775.4
TCGA-NC-A5HD-01A 79 years, male, white, stage:Stage IIB, dead, 2 days 5761.9
TCGA-63-7020-01A male, stage:Stage IA, alive, 2133 days 5755.0
TCGA-39-5040-01A 59 years, male, white, stage:Stage IIIA, dead, 519 days 5748.4
TCGA-NK-A5CR-01A 77 years, male, stage:Stage IB, alive, 2542 days 5727.4
TCGA-NC-A5HP-01A 69 years, male, white, stage:Stage IV, dead, 770 days 5707.3
TCGA-21-1083-01A 75 years, male, white, stage:Stage IA, dead, 1315 days 5649.2
TCGA-98-A538-01A 67 years, male, white, stage:Stage IIB, alive, 826 days 5641.9
TCGA-51-6867-01A 72 years, female, white, stage:Stage I, dead, 1856 days 5639.0
TCGA-52-7811-01A 67 years, male, white, stage:Stage IB, dead, 266 days 5626.7
TCGA-85-6560-01A 59 years, male, white, stage:Stage IIA, alive, 1259 days 5591.0
TCGA-22-4599-01A 73 years, female, white, stage:Stage IB, dead, 1161 days 5531.3
TCGA-NC-A5HF-01A 74 years, male, white, stage:Stage IIIB, dead, 138 days 5530.1
TCGA-34-5236-01A 60 years, male, white, stage:Stage IIB, dead, 276 days 5523.0
TCGA-J1-A4AH-01A 70 years, male, white, stage:Stage IIA, alive, 581 days 5520.4
TCGA-56-8503-01A 76 years, female, white, stage:Stage IIB, alive, 41 days 5503.6
TCGA-34-5231-01A 72 years, male, white, stage:Stage IA, dead, 1984 days 5490.8
TCGA-34-8454-01A 62 years, female, white, stage:Stage IIIA, alive, 1180 days 5458.3
TCGA-92-7341-01A 71 years, male, white, stage:Stage IB, alive, 106 days 5446.1
TCGA-66-2734-01A 62 years, female, stage:Stage IB, alive, 1311 days 5440.5
TCGA-22-1012-01A 80 years, female, white, stage:Stage IB, dead, 429 days 5430.3
TCGA-60-2724-01A 47 years, male, white, stage:Stage IIIA, alive, 717 days 5421.7
TCGA-33-A4WN-01A 60 years, male, white, stage:Stage IB, dead, 143 days 5418.3
TCGA-NK-A5CX-01A 73 years, male, white, stage:Stage IIA, alive, 111 days 5402.9
TCGA-85-8052-01A 53 years, male, white, stage:Stage IIB, alive, 734 days 5399.4
TCGA-22-1005-01A 63 years, male, white, stage:Stage IA, dead, 1953 days 5376.6
TCGA-18-3408-01A 77 years, female, white, stage:Stage IB, dead, 2304 days 5351.0
TCGA-66-2767-01A 62 years, male, stage:Stage IIIB, alive, 61 days 5328.6
TCGA-92-7340-01A 45 years, female, white, stage:Stage IIA, alive, 82 days 5310.1
TCGA-60-2696-01A 76 years, female, black or african american, stage:Stage IIA, dead, 109 days 5304.4
TCGA-L3-A524-01A 45 years, female, white, stage:Stage IIB, dead, 490 days 5261.9
TCGA-77-8008-01A 68 years, male, stage:Stage IB, dead, 2639 days 5251.2
TCGA-52-7622-01A 62 years, female, white, stage:Stage IA, alive, 862 days 5228.0
TCGA-66-2763-01A 63 years, female, stage:Stage IB, alive, 30 days 5225.3
TCGA-85-8276-01A 62 years, male, white, stage:Stage IIA, alive, 1050 days 5194.4
TCGA-60-2713-01A 64 years, male, white, stage:Stage IB, alive, 1731 days 5184.0
TCGA-77-A5G1-01A 75 years, male, stage:Stage IIIA, alive, 4026 days 5182.1
TCGA-98-8021-01A 75 years, female, white, stage:Stage IA, alive, 937 days 5180.4
TCGA-58-8393-01A 68 years, female, white, stage:Stage IB, alive, 1058 days 5178.0
TCGA-85-A5B5-01A 58 years, male, white, stage:Stage IA, alive, 111 days 5155.8
TCGA-68-A59I-01A 73 years, female, black or african american, stage:Stage IIIA, alive, 492 days 5142.3
TCGA-77-A5G3-01A 63 years, male, stage:Stage IIB, alive, 4570 days 5139.2
TCGA-43-A474-01A 66 years, male, white, stage:Stage IIA, alive, 353 days 5121.9
TCGA-33-AASJ-01A 60 years, male, black or african american, stage:Stage IB, dead, 3600 days 5099.7
TCGA-60-2707-01A 70 years, male, stage:Stage IB, dead, 667 days 5094.8
TCGA-77-8009-01A 68 years, male, stage:Stage IIB, dead, 1695 days 5094.5
TCGA-21-1078-01A 77 years, male, white, stage:Stage IB, dead, 474 days 5046.8
TCGA-98-7454-01A 73 years, male, white, stage:Stage IB, alive, 652 days 5035.5
TCGA-70-6722-01A 47 years, male, asian, stage:Stage IIIA, alive, 367 days 5003.3
TCGA-77-8156-01A 60 years, male, stage:Stage IB, alive, 1106 days 4987.6
TCGA-NC-A5HK-01A 58 years, female, white, stage:Stage IIB, alive, 128 days 4970.7
TCGA-85-A510-01A 74 years, female, white, stage:Stage IIB, alive, 482 days 4943.3
TCGA-43-6771-01A 85 years, male, white, stage:Stage IB, dead, 166 days 4931.5
TCGA-22-4596-01A 69 years, female, white, stage:Stage IB, dead, 17 days 4926.0
TCGA-34-5232-01A 75 years, female, black or african american, stage:Stage IIA, alive, 2471 days 4917.5
TCGA-85-8664-01A 73 years, male, white, stage:Stage IIB, dead, 550 days 4914.3
TCGA-77-7338-01A 64 years, male, white, stage:Stage IB, dead, 5 days 4890.6
TCGA-85-8582-01A 49 years, male, white, stage:Stage IA, alive, 1160 days 4857.1
TCGA-66-2789-01A 73 years, male, stage:Stage IIIB, dead, 123 days 4854.8
TCGA-34-2600-01A 76 years, female, white, stage:Stage IA, dead, 1874 days 4850.3
TCGA-56-8309-01A 66 years, male, white, stage:Stage IA, alive, 428 days 4848.6
TCGA-60-2714-01A 66 years, female, white, stage:Stage IIB, alive, 1531 days 4843.4
TCGA-85-8584-01A 71 years, male, white, stage:Stage IIA, dead, 383 days 4838.9
TCGA-O2-A5IB-01A 71 years, female, white, stage:Stage III, dead, 340 days 4829.4
TCGA-22-1011-01A 73 years, male, white, stage:Stage IB, dead, 53 days 4821.2
TCGA-63-7023-01A male, stage:Stage IIA, alive, 1682 days 4808.1
TCGA-85-8481-01A 70 years, male, white, stage:Stage IIB, dead, 236 days 4791.6
TCGA-63-A5MJ-01A 54 years, male, stage:Stage IIB, alive, 1824 days 4765.3
TCGA-37-A5EM-01A 49 years, male, white, stage:Stage II, alive, 867 days 4736.3
TCGA-56-5898-01A 69 years, male, white, stage:Stage IA, alive, 555 days 4726.4
TCGA-22-5477-01A 65 years, male, white, stage:Stage IA, dead, 1346 days 4666.1
TCGA-77-A5G6-01A 66 years, male, stage:Stage IIIA, dead, 678 days 4661.5
TCGA-66-2754-01A 67 years, male, stage:Stage IIIA, alive, 61 days 4616.8
TCGA-52-7810-01A 60 years, female, white, stage:Stage IIB, alive, 923 days 4614.6
TCGA-34-8455-01A 67 years, male, white, stage:Stage IV, dead, 123 days 4587.9
TCGA-56-1622-01A 58 years, male, white, stage:Stage IB, dead, 881 days 4562.1
TCGA-52-7809-01A 74 years, male, white, stage:Stage IB, dead, 166 days 4560.4
TCGA-21-1075-01A 57 years, male, white, stage:Stage IIB, alive, 2134 days 4549.5
TCGA-33-4532-01A 68 years, male, white, stage:Stage IB, dead, 3924 days 4544.1
TCGA-22-1017-01A 62 years, male, white, stage:Stage IA, dead, 1485 days 4539.0
TCGA-77-8148-01A 68 years, male, stage:Stage IIIA, alive, 2023 days 4530.8
TCGA-43-8115-01A 72 years, female, white, stage:Stage IIA, alive, 407 days 4528.3
TCGA-85-8350-01A 61 years, male, white, stage:Stage IA, alive, 683 days 4525.2
TCGA-43-6770-01A 59 years, female, black or african american, stage:Stage IB, alive, 653 days 4499.1
TCGA-66-2785-01A 65 years, male, stage:Stage IB, alive, 60 days 4497.4
TCGA-96-A4JL-01A 78 years, female, asian, stage:Stage IIA, alive, 842 days 4486.5
TCGA-60-2716-01A 39 years, male, stage:Stage IIB, alive, 1475 days 4464.7
TCGA-66-2773-01A 69 years, male, stage:Stage IB, dead, 92 days 4452.2
TCGA-77-8139-01A 72 years, male, stage:Stage IIB, alive, 3166 days 4444.6
TCGA-56-8305-01A 72 years, male, white, stage:Stage IB, alive, 105 days 4444.0
TCGA-85-8666-01A 65 years, male, white, stage:Stage IB, dead, 687 days 4436.2
TCGA-22-1000-01A 76 years, male, white, stage:Stage IB, dead, 454 days 4415.7
TCGA-33-4566-01A 40 years, male, white, stage:Stage IB, dead, 5287 days 4413.1
TCGA-77-A5FZ-01A 64 years, male, stage:Stage IIIB, dead, 3838 days 4409.4
TCGA-90-7769-01A 55 years, male, white, stage:Stage IIB, alive, 358 days 4396.3
TCGA-77-8131-01A 72 years, male, stage:Stage IB, dead, 383 days 4382.3
TCGA-22-4613-01A 73 years, female, white, stage:Stage IA, dead, 358 days 4379.7
TCGA-NK-A5D1-01A 57 years, male, white, stage:Stage IIA, alive, 511 days 4374.0
TCGA-85-8351-01A 72 years, male, white, stage:Stage IIA, alive, 510 days 4363.5
TCGA-66-2737-01A 72 years, male, stage:Stage IIB, alive, 61 days 4336.0
TCGA-33-4587-01A 63 years, female, white, stage:Stage IB, dead, 1656 days 4298.0
TCGA-85-8353-01A 72 years, male, white, stage:Stage IIIA, dead, 94 days 4272.0
TCGA-85-8355-01A 63 years, male, white, stage:Stage IA, alive, 61 days 4254.9
TCGA-43-7658-01A 75 years, female, white, stage:Stage IA, dead, 2378 days 4231.8
TCGA-66-2742-01A 70 years, male, stage:Stage IV, alive, 641 days 4216.5
TCGA-94-8035-01A 64 years, male, white, stage:Stage IIB, alive, 122 days 4193.5
TCGA-37-4141-01A 65 years, female, white, stage:Stage IA, alive, 12 days 4190.4
TCGA-98-A53C-01A 77 years, female, white, stage:Stage IA, alive, 822 days 4185.2
TCGA-68-A59J-01A 74 years, female, white, stage:Stage IB, alive, 448 days 4179.3
TCGA-21-1077-01A 64 years, male, white, stage:Stage IIB, dead, 1058 days 4173.7
TCGA-18-3414-01A 73 years, male, asian, stage:Stage IV, dead, 716 days 4166.0
TCGA-85-7698-01A 48 years, male, white, stage:Stage IA, alive, 952 days 4165.6
TCGA-77-7337-01A 65 years, male, white, stage:Stage IIB, dead, 3253 days 4162.8
TCGA-21-A5DI-01A 77 years, male, white, stage:Stage IA, alive, 979 days 4138.8
TCGA-63-7022-01A female, stage:Stage IA, alive, 2073 days 4129.0
TCGA-94-8490-01A 70 years, male, white, stage:Stage IIB, alive, 153 days 4118.2
TCGA-85-7843-01A 50 years, male, white, stage:Stage IIA, alive, 35 days 4113.3
TCGA-66-2781-01A 67 years, male, stage:Stage IB, alive, 121 days 4102.7
TCGA-33-4533-01A 76 years, female, black or african american, stage:Stage IB, alive, 4068 days 4099.3
TCGA-58-8390-01A 70 years, male, white, stage:Stage IIA, alive, 911 days 4083.6
TCGA-60-2709-01A 69 years, male, black or african american, stage:Stage IB, alive, 1505 days 4070.0
TCGA-85-6561-01A 66 years, male, white, stage:Stage IB, alive, 1224 days 4060.7
TCGA-85-7697-01A 49 years, male, white, stage:Stage IIB, alive, 1063 days 4059.7
TCGA-34-5928-01A 83 years, female, white, stage:Stage IIB, alive, 1196 days 4059.6
TCGA-85-7710-01A 59 years, female, white, stage:Stage IA, alive, 42 days 4037.9
TCGA-66-2744-01A 71 years, male, stage:Stage IIB, alive, 30 days 4025.5
TCGA-22-0940-01A 71 years, male, white, stage:Stage IIA, dead, 669 days 4023.1
TCGA-66-2777-01A 71 years, male, stage:Stage IB, alive, 61 days 3974.5
TCGA-66-2768-01A 57 years, male, stage:Stage IIB, alive, 61 days 3943.8
TCGA-60-2704-01A 73 years, male, white, stage:Stage IIB, dead, 1154 days 3939.9
TCGA-70-6723-01A 65 years, male, asian, stage:Stage IIA, alive, 375 days 3939.4
TCGA-90-A4EE-01A 53 years, male, white, stage:Stage IIA, alive, 688 days 3920.4
TCGA-60-2698-01A 62 years, male, white, stage:Stage IIB, dead, 311 days 3887.4
TCGA-94-A5I4-01A 61 years, male, white, stage:Stage IIA, alive, 491 days 3885.4
TCGA-85-A4CN-01A 56 years, female, white, stage:Stage IIB, alive, 1038 days 3877.8
TCGA-77-8130-01A 69 years, male, stage:Stage IIB, alive, 4765 days 3869.7
TCGA-63-A5MS-01A 78 years, male, stage:Stage IB, alive, 2381 days 3861.1
TCGA-56-8625-01A 66 years, female, white, stage:Stage IIIA, dead, 315 days 3850.0
TCGA-66-2786-01A 68 years, female, stage:Stage IA, alive, 790 days 3847.4
TCGA-21-1080-01A 66 years, male, white, stage:Stage IB, alive, 3724 days 3836.4
TCGA-68-8250-01A 66 years, male, black or african american, stage:Stage IA, alive, 244 days 3833.5
TCGA-18-4721-01A 74 years, male, white, stage:Stage IA, alive, 4694 days 3824.4
TCGA-66-2753-01A 69 years, male, stage:Stage IB, alive, 31 days 3792.1
TCGA-34-5239-01A 75 years, male, white, stage:Stage IIIA, alive, 1834 days 3761.7
TCGA-43-8116-01A 73 years, male, white, stage:Stage IA, alive, 358 days 3758.9
TCGA-22-4591-01A 80 years, male, white, stage:Stage IIIA, dead, 623 days 3749.3
TCGA-18-3409-01A 74 years, male, white, stage:Stage IA, alive, 3747 days 3738.4
TCGA-43-6647-01A 69 years, female, white, stage:Stage IIB, alive, 757 days 3731.1
TCGA-66-2755-01A 63 years, male, stage:Stage IB, alive, 28 days 3719.7
TCGA-18-4086-01A 64 years, male, stage:Stage IB, dead, 85 days 3717.6
TCGA-85-6175-01A 63 years, female, white, stage:Stage IIB, dead, 294 days 3712.5
TCGA-22-5483-01A 74 years, male, white, stage:Stage IIA, dead, 573 days 3679.8
TCGA-22-5478-01A 79 years, male, stage:Stage IB, dead, 24 days 3678.6
TCGA-22-4607-01A 75 years, male, white, stage:Stage IB, dead, 587 days 3676.9
TCGA-33-4586-01A 57 years, male, white, stage:Stage IIIA, dead, 428 days 3669.0
TCGA-O2-A52S-01A 57 years, female, white, stage:Stage III, dead, 387 days 3667.6
TCGA-63-A5MM-01A 69 years, female, stage:Stage IIB, dead, 456 days 3646.5
TCGA-21-5783-01A 76 years, male, white, stage:Stage IB, dead, 2680 days 3636.7
TCGA-77-8128-01A 60 years, male, stage:Stage IIIA, dead, 1150 days 3629.4
TCGA-77-7138-01A 67 years, male, stage:Stage IB, dead, 340 days 3608.4
TCGA-MF-A522-01A 54 years, male, white, stage:Stage IB, dead, 360 days 3607.4
TCGA-22-4609-01A 81 years, male, white, stage:Stage IA, dead, 291 days 3604.4
TCGA-22-5485-01A 58 years, female, white, stage:Stage IA, dead, 916 days 3603.5
TCGA-46-3767-01A 76 years, male, white, stage:Stage IA, alive, 396 days 3596.0
TCGA-60-2712-01A 79 years, female, white, stage:Stage IIB, dead, 274 days 3588.1
TCGA-85-7950-01A 46 years, male, white, stage:Stage IB, alive, 576 days 3582.5
TCGA-43-3394-01A 52 years, male, black or african american, stage:Stage IB, dead, 1190 days 3575.4
TCGA-21-1079-01A 71 years, male, white, stage:Stage IIIA, dead, 965 days 3568.7
TCGA-60-2710-01A 67 years, female, white, stage:Stage IIA, alive, 2024 days 3567.3
TCGA-43-7657-01A 68 years, female, white, stage:Stage IA, alive, 236 days 3544.3
TCGA-77-8138-01A 74 years, male, stage:Stage IB, dead, 539 days 3520.5
TCGA-85-8048-01A 62 years, male, white, stage:Stage IA, alive, 765 days 3513.9
TCGA-18-3417-01A 65 years, male, stage:Stage IV, dead, 1097 days 3491.8
TCGA-NC-A5HN-01A 77 years, male, white, stage:Stage IIA, alive, 1499 days 3463.9
TCGA-39-5019-01A 70 years, male, white, stage:Stage IB, alive, 3387 days 3459.3
TCGA-22-5472-01A 67 years, male, white, stage:Stage IB, dead, 1975 days 3452.4
TCGA-39-5021-01A 70 years, male, white, stage:Stage IB, dead, 2086 days 3438.6
TCGA-77-8007-01A 68 years, male, stage:Stage IIB, dead, 198 days 3423.8
TCGA-56-6545-01A 77 years, female, white, stage:Stage IB, alive, 666 days 3379.4
TCGA-18-5595-01A 50 years, male, stage:Stage IB, dead, 827 days 3366.1
TCGA-66-2791-01A 66 years, male, stage:Stage IIIB, dead, 153 days 3358.8
TCGA-85-A4JC-01A 84 years, male, white, stage:Stage IIA, dead, 604 days 3329.0
TCGA-22-5482-01A 81 years, male, white, stage:Stage IB, dead, 357 days 3320.5
TCGA-56-8083-01A 56 years, male, white, stage:Stage IB, alive, 150 days 3316.2
TCGA-85-7844-01A 71 years, male, white, stage:Stage IB, alive, 911 days 3309.6
TCGA-66-2783-01A 67 years, male, stage:Stage IIIB, alive, 759 days 3301.2
TCGA-21-5782-01A 68 years, female, white, stage:Stage IB, dead, 962 days 3281.1
TCGA-60-2725-01A 74 years, male, white, stage:Stage IB, alive, 816 days 3246.6
TCGA-22-5471-01A 75 years, male, white, stage:Stage IB, alive, 1845 days 3225.1
TCGA-56-8201-01A 74 years, male, white, stage:Stage IIB, dead, 397 days 3223.8
TCGA-34-2608-01A 84 years, male, white, stage:Stage IB, dead, 1000 days 3220.5
TCGA-34-5929-01A 78 years, female, white, stage:Stage IB, dead, 151 days 3216.3
TCGA-90-A4ED-01A 69 years, male, white, stage:Stage IB, alive, 615 days 3200.6
TCGA-56-5897-01A 74 years, male, white, stage:Stage IA, alive, 378 days 3192.8
TCGA-77-6842-01A 79 years, male, white, stage:Stage IIB, dead, 899 days 3185.7
TCGA-66-2792-01A 58 years, male, stage:Stage IIB, alive, 913 days 3179.6
TCGA-18-3419-01A 73 years, male, stage:Stage IIB, alive, 2811 days 3172.0
TCGA-39-5029-01A 67 years, male, white, stage:Stage IIIA, dead, 740 days 3164.0
TCGA-60-2697-01A 41 years, male, white, stage:Stage IIA, dead, 372 days 3155.5
TCGA-22-5481-01A 72 years, female, white, stage:Stage IIB, dead, 2409 days 3139.6
TCGA-68-7756-01A 84 years, male, white, stage:Stage IIIA, alive, 202 days 3111.3
TCGA-85-A513-01A 60 years, female, asian, stage:Stage IA, alive, 910 days 3109.6
TCGA-46-3769-01A 57 years, male, white, stage:'--, alive, 135 days 3089.7
TCGA-60-2695-01A 74 years, female, white, stage:Stage IB, alive, 642 days 3074.1
TCGA-66-2727-01A 55 years, female, stage:Stage IB, dead, 516 days 3066.5
TCGA-98-8020-01A 56 years, female, black or african american, stage:Stage IIIA, dead, 84 days 3036.3
TCGA-60-2711-01A 64 years, female, white, stage:Stage IB, alive, 1260 days 3029.2
TCGA-43-7656-01A 71 years, male, white, stage:Stage IA, alive, 596 days 3022.3
TCGA-77-8136-01A 74 years, female, stage:Stage IIB, dead, 1189 days 2968.1
TCGA-85-8049-01A 57 years, male, white, stage:Stage IB, alive, 579 days 2949.1
TCGA-77-A5GH-01A 81 years, male, stage:Stage IB, alive, 1182 days 2945.8
TCGA-37-5819-01A 64 years, male, white, stage:Stage IIIA, alive, 103 days 2943.5
TCGA-22-5479-01A 64 years, male, white, stage:Stage IB, dead, 2625 days 2935.7
TCGA-37-4132-01A 61 years, female, white, stage:Stage IV, alive, 227 days 2914.0
TCGA-94-7557-01A 73 years, male, black or african american, stage:Stage IB, dead, 5 days 2896.9
TCGA-43-6143-01A 70 years, male, white, stage:Stage IB, alive, 699 days 2865.7
TCGA-43-A56U-01A 76 years, female, white, stage:Stage IA, alive, 432 days 2855.7
TCGA-33-4583-01A 73 years, male, white, stage:Stage IA, dead, 4601 days 2854.0
TCGA-18-3410-01A 81 years, male, stage:Stage IIB, dead, 146 days 2804.5
TCGA-39-5037-01A 65 years, male, white, stage:Stage IIA, alive, 1690 days 2790.8
TCGA-39-5035-01A 72 years, female, white, stage:Stage IA, alive, 2080 days 2775.8
TCGA-39-5016-01A 44 years, male, white, stage:Stage IIA, alive, 3850 days 2730.7
TCGA-NC-A5HH-01A 53 years, male, white, stage:Stage IA, alive, 37 days 2649.9
TCGA-66-2769-01A 75 years, male, stage:Stage IIIB, dead, 215 days 2637.8
TCGA-O2-A52Q-01A 44 years, female, white, stage:Stage III, dead, 113 days 2616.9
TCGA-63-A5MH-01A 68 years, male, stage:Stage IA, alive, 2026 days 2602.7
TCGA-58-8387-01A 60 years, male, white, stage:Stage IIA, dead, 403 days 2585.4
TCGA-37-3789-01A 65 years, male, white, stage:Stage IB, alive, 13 days 2584.1
TCGA-90-7767-01A 56 years, male, white, stage:Stage IIB, alive, 89 days 2580.0
TCGA-43-5670-01A 70 years, male, white, stage:Stage IIA, alive, 849 days 2576.7
TCGA-NK-A5CT-01A 70 years, male, white, stage:Stage IA, alive, 1997 days 2502.6
TCGA-66-2788-01A 56 years, male, stage:Stage IB, alive, 699 days 2496.2
TCGA-66-2758-01A 71 years, male, stage:Stage IB, alive, 639 days 2462.6
TCGA-34-5240-01A 73 years, female, white, stage:Stage IIB, alive, 1541 days 2406.6
TCGA-66-2771-01A 60 years, male, stage:Stage IIB, alive, 578 days 2406.6
TCGA-85-8287-01A 72 years, male, white, stage:Stage IA, dead, 23 days 2383.0
TCGA-66-2794-01A 64 years, male, stage:Stage IIIB, alive, 1645 days 2381.3
TCGA-66-2757-01A 65 years, female, stage:Stage IA, dead, 1338 days 2379.0
TCGA-46-3766-01A 62 years, female, white, stage:Stage IA, alive, 370 days 2374.5
TCGA-46-3768-01A 58 years, male, white, stage:Stage IIIA, dead, 299 days 2358.7
TCGA-92-8063-01A 52 years, male, white, stage:Stage IIIA, alive, 122 days 2308.8
TCGA-22-5491-01A 74 years, male, white, stage:Stage IA, dead, 1713 days 2278.1
TCGA-60-2723-01A 74 years, female, white, stage:Stage IB, alive, 1092 days 2249.4
TCGA-77-8144-01A 70 years, male, stage:Stage IB, alive, 833 days 2240.9
TCGA-18-3412-01A 52 years, male, white, stage:Stage IB, dead, 345 days 2202.1
TCGA-18-3421-01A 65 years, male, white, stage:Stage IB, alive, 2645 days 2154.8
TCGA-85-6798-01A 57 years, male, white, stage:Stage IIIA, dead, 195 days 2089.4
TCGA-46-3765-01A 59 years, female, white, stage:Stage IA, alive, 405 days 2088.6
TCGA-18-3406-01A 67 years, male, white, stage:Stage IA, dead, 371 days 2075.7
TCGA-51-4079-01A 73 years, female, black or african american, stage:Stage IB, dead, 12 days 2068.6
TCGA-92-8064-01A 58 years, male, white, stage:'--, alive, 160 days 2065.7
TCGA-66-2780-01A 65 years, male, stage:Stage IB, dead, 366 days 2049.2
TCGA-22-5473-01A 78 years, male, white, stage:'--, dead, 1933 days 2042.6
TCGA-39-5022-01A 76 years, male, white, stage:Stage IB, dead, 1679 days 2032.7
TCGA-66-2765-01A 64 years, male, stage:Stage IB, alive, 61 days 2028.1
TCGA-66-2795-01A 68 years, male, stage:Stage IIIB, alive, 122 days 2024.2
TCGA-21-5784-01A 80 years, female, white, stage:Stage IB, alive, 1268 days 2006.5
TCGA-66-2800-01A 70 years, male, stage:Stage IIIB, alive, 1492 days 1976.9
TCGA-85-7699-01A 73 years, male, white, stage:Stage IIIA, dead, 1001 days 1944.9
TCGA-39-5011-01A 70 years, female, white, stage:Stage IA, alive, 4053 days 1943.4
TCGA-43-6773-01A 76 years, male, white, stage:Stage IIB, dead, 116 days 1917.2
TCGA-51-4080-01A 65 years, male, black or african american, stage:Stage IIIB, dead, 12 days 1900.1
TCGA-39-5028-01A 75 years, male, white, stage:Stage IIIA, dead, 52 days 1833.5
TCGA-37-A5EL-01A 53 years, male, white, stage:Stage IIB, dead, 1143 days 1789.9
TCGA-66-2759-01A 66 years, male, stage:Stage IIIA, alive, 762 days 1780.5
TCGA-39-5039-01A 76 years, male, white, stage:Stage IIA, dead, 544 days 1763.4
TCGA-18-3415-01A 77 years, male, stage:Stage IB, dead, 2803 days 1758.2
TCGA-66-2766-01A 54 years, male, stage:Stage IIIA, alive, 31 days 1749.6
TCGA-21-5786-01A 64 years, male, white, stage:Stage IB, alive, 1032 days 1714.8
TCGA-37-4130-01A 56 years, male, white, stage:Stage IA, alive, 247 days 1628.4
TCGA-39-5036-01A 73 years, male, white, stage:Stage IB, alive, 2165 days 1627.2
TCGA-52-7812-01A 68 years, male, white, stage:'--, dead, 835 days 1623.4
TCGA-63-A5MN-01A 78 years, female, stage:Stage IIB, dead, 345 days 1608.5
TCGA-43-3920-01A 71 years, male, white, stage:Stage IB, alive, 1007 days 1603.6
TCGA-LA-A7SW-01A 71 years, male, black or african american, stage:Stage IIIA, dead, 408 days 1544.0
TCGA-22-4594-01A 60 years, female, stage:Stage IIIA, dead, 1470 days 1527.8
TCGA-66-2778-01A 68 years, female, stage:Stage IIIB, alive, 578 days 1516.9
TCGA-37-3792-01A 69 years, male, white, stage:Stage IB, alive, 12 days 1490.4
TCGA-85-8071-01A 52 years, male, white, stage:Stage IIA, alive, 815 days 1471.9
TCGA-39-5030-01A 81 years, female, asian, stage:Stage IIIA, dead, 59 days 1463.7
TCGA-37-4133-01A 63 years, male, white, stage:Stage IIIA, alive, 238 days 1413.2
TCGA-22-5492-01A 73 years, female, stage:Stage IIIA, dead, 506 days 1393.0
TCGA-39-5031-01A 76 years, female, stage:Stage IA, dead, 1841 days 1366.4
TCGA-94-8491-01A 73 years, male, white, stage:Stage IIA, alive, 810 days 1357.6
TCGA-18-3411-01A 63 years, female, stage:Stage IIIA, alive, 3576 days 1261.0
TCGA-22-5474-01A 74 years, male, white, stage:Stage IB, dead, 445 days 1226.8
TCGA-22-5480-01A 66 years, female, white, stage:Stage IA, dead, 2170 days 1058.6
TCGA-37-3783-01A 51 years, male, white, stage:Stage IIIA, alive, 122 days 996.3
TCGA-22-5489-01A 64 years, male, white, stage:Stage IA, dead, 1912 days 967.2
TCGA-34-5241-01A 79 years, male, white, stage:Stage IB, dead, 515 days 954.9
TCGA-37-4135-01A 68 years, male, white, stage:Stage IB, alive, 207 days 891.2
TCGA-85-8070-01A 71 years, male, white, stage:Stage IB, alive, 960 days 874.4
TCGA-34-5234-01A 71 years, female, white, stage:Stage IA, alive, 2271 days 647.3
TCGA-60-2720-01A 60 years, female, white, stage:Stage IB, alive, 97 days 418.3
TCGA-33-4589-01A 62 years, female, white, stage:Stage IIB, dead, 47 days 366.9
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LUNG SQUAMOUS CELL CARCINOMA (VALIDATION) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

MT-ND4L is not prognostic in Lung Squamous Cell Carcinoma (validation)


Stage:

Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

: 7478.07
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average pTPM 8166.8
Number of samples 68
Samples
Sample Description pTPM
L534 66 years, male, stage:Stage IIA, alive, 2693 days 17784.6
L447 67 years, male, stage:Stage IIB, alive, 3203 days 17026.7
L758 84 years, male, stage:Stage IA, dead, 1562 days 14007.6
L452 62 years, male, stage:Stage IIIA, dead, 3115 days 13230.9
L744 75 years, male, stage:Stage IA, alive, 1614 days 12651.4
L490 58 years, male, stage:Stage IA, dead, 716 days 12602.4
L881 70 years, male, stage:Stage IB, alive, 1752 days 12446.4
L719 63 years, male, stage:Stage IB, alive, 1615 days 12438.1
L472 71 years, male, stage:Stage IB, dead, 423 days 11868.5
L747 74 years, female, stage:Stage IA, dead, 1112 days 11813.7
L457 46 years, female, stage:Stage IIA, alive, 2901 days 11796.5
L858 69 years, female, stage:Stage IIB, dead, 558 days 11764.2
L466 65 years, female, stage:Stage IIIA, dead, 412 days 11514.7
L468 53 years, male, stage:Stage IB, alive, 3004 days 11144.5
L444 74 years, female, stage:Stage IIB, alive, 3337 days 10793.9
L488 61 years, female, stage:Stage IIA, alive, 2993 days 10729.9
L559 72 years, male, stage:Stage IIB, alive, 2615 days 10459.2
L586 67 years, male, stage:Stage IIA, dead, 784 days 10415.3
L886 71 years, male, stage:Stage IB, dead, 1932 days 10271.9
L633 77 years, female, stage:Stage IA, alive, 2102 days 10255.4
L568 77 years, female, stage:Stage IIB, dead, 71 days 9811.6
L884 71 years, male, stage:Stage IIA, alive, 1627 days 9804.6
L529 79 years, female, stage:Stage IA, alive, 2775 days 9797.2
L655 62 years, male, stage:Stage IIA, dead, 1603 days 9545.4
L420 57 years, female, stage:Stage IIB, dead, 295 days 9111.1
L712 61 years, male, stage:Stage IA, alive, 1698 days 8990.5
L592 61 years, male, stage:Stage IB, alive, 2368 days 8746.5
L767 67 years, male, stage:Stage IA, alive, 1718 days 8713.9
L608 73 years, male, stage:Stage IA, alive, 2350 days 8658.8
L406 64 years, male, stage:Stage IA, alive, 3057 days 8157.7
L817 76 years, female, stage:Stage IIIA, dead, 1279 days 8123.9
L442 75 years, female, stage:Stage IB, dead, 2433 days 7978.6
L456 48 years, male, stage:Stage IIA, dead, 1660 days 7975.9
L818 67 years, male, stage:Stage IB, alive, 2480 days 7953.3
L459 75 years, male, stage:Stage IIA, alive, 3181 days 7909.8
L736 67 years, male, stage:Stage IA, dead, 1195 days 7907.7
L685 71 years, female, stage:Stage IIB, alive, 1944 days 7845.2
L860 77 years, male, stage:Stage IA, alive, 2056 days 7679.0
L563 61 years, female, stage:Stage IIB, dead, 1216 days 7277.2
L483 65 years, male, stage:Stage IB, dead, 77 days 7184.2
L755 82 years, male, stage:Stage IIA, dead, 227 days 6922.9
L854 62 years, female, stage:Stage IB, alive, 2256 days 6850.8
L739 49 years, female, stage:Stage IIIA, dead, 352 days 6736.3
L788 54 years, female, stage:Stage IA, alive, 3385 days 6624.9
L604 67 years, male, stage:Stage IIA, dead, 286 days 6621.9
L658 65 years, female, stage:Stage IIB, alive, 2083 days 6612.6
L650 69 years, female, stage:Stage IB, dead, 986 days 6573.0
L642 67 years, male, stage:Stage IB, dead, 1167 days 6264.2
L572 58 years, male, stage:Stage IA, alive, 2532 days 6169.1
L723 67 years, male, stage:Stage IIA, dead, 433 days 5775.0
L864 66 years, female, stage:Stage IA, alive, 2192 days 5631.5
L824 70 years, male, stage:Stage IA, dead, 665 days 5245.5
L470 78 years, female, stage:Stage IB, dead, 1774 days 5012.7
L852 64 years, male, stage:Stage IB, dead, 700 days 5009.0
L715 69 years, female, stage:Stage IIIA, dead, 150 days 4977.9
L661 66 years, male, stage:Stage IA, dead, 1123 days 4774.1
L496 77 years, male, stage:Stage IB, alive, 2761 days 4696.2
L820 73 years, female, stage:Stage IA, alive, 2405 days 4673.9
L464 66 years, male, stage:Stage IB, dead, 1935 days 4658.3
L753 61 years, male, stage:Stage IIA, alive, 1705 days 4629.8
L756 72 years, male, stage:Stage IB, alive, 1796 days 4610.4
L760 80 years, male, stage:Stage IIA, alive, 1895 days 4557.4
L856 69 years, male, stage:Stage IA, dead, 1465 days 4516.3
L751 59 years, female, stage:Stage IIIA, alive, 1600 days 4002.1
L652 82 years, male, stage:Stage IA, dead, 5 days 3743.5
L539 78 years, male, stage:Stage IB, dead, 370 days 2406.2
L644 67 years, male, stage:Stage IA, dead, 282 days 1976.9
L857 69 years, male, stage:Stage IB, dead, 226 days 887.6
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples 213
Samples
Sample ID Sample type nRPX
CPT0000920017 Tumor N/A
CPT0000930003 Normal N/A
CPT0001060010 Tumor N/A
CPT0001070003 Normal N/A
CPT0001380003 Tumor N/A
CPT0001390003 Normal N/A
CPT0001580009 Tumor N/A
CPT0001590003 Normal N/A
CPT0001660013 Tumor N/A
CPT0001690003 Normal N/A
CPT0001800013 Tumor N/A
CPT0001810003 Normal N/A
CPT0001960003 Tumor N/A
CPT0001970003 Normal N/A
CPT0008410003 Tumor N/A
CPT0008420003 Normal N/A
CPT0008450003 Tumor N/A
CPT0011710004 Tumor N/A
CPT0011750003 Normal N/A
CPT0011910004 Tumor N/A
CPT0011930003 Normal N/A
CPT0013600003 Tumor N/A
CPT0013630003 Normal N/A
CPT0013880003 Tumor N/A
CPT0013910003 Normal N/A
CPT0014260003 Tumor N/A
CPT0014290003 Normal N/A
CPT0014860003 Tumor N/A
CPT0014930003 Normal N/A
CPT0015410003 Tumor N/A
CPT0015420003 Normal N/A
CPT0021450003 Tumor N/A
CPT0021490003 Normal N/A
CPT0023310003 Tumor N/A
CPT0023320003 Normal N/A
CPT0051690004 Tumor N/A
CPT0052170004 Tumor N/A
CPT0052940004 Tumor N/A
CPT0053040004 Tumor N/A
CPT0055100004 Tumor N/A
CPT0062810003 Normal N/A
CPT0063730003 Tumor N/A
CPT0063750003 Normal N/A
CPT0063810003 Tumor N/A
CPT0063840003 Normal N/A
CPT0066780003 Tumor N/A
CPT0066810003 Normal N/A
CPT0066890003 Tumor N/A
CPT0066930003 Normal N/A
CPT0067070003 Tumor N/A
CPT0067110003 Normal N/A
CPT0067250003 Tumor N/A
CPT0067290003 Normal N/A
CPT0067450003 Tumor N/A
CPT0067470004 Normal N/A
CPT0067620003 Tumor N/A
CPT0067770003 Normal N/A
CPT0067940003 Tumor N/A
CPT0067950003 Normal N/A
CPT0068100003 Tumor N/A
CPT0068130003 Normal N/A
CPT0068610003 Tumor N/A
CPT0068650003 Normal N/A
CPT0068800003 Tumor N/A
CPT0068830003 Normal N/A
CPT0069360003 Tumor N/A
CPT0069370003 Normal N/A
CPT0069520003 Tumor N/A
CPT0069550003 Normal N/A
CPT0069700003 Tumor N/A
CPT0069720003 Normal N/A
CPT0070060003 Tumor N/A
CPT0070080003 Normal N/A
CPT0079830003 Tumor N/A
CPT0079850003 Normal N/A
CPT0082740004 Tumor N/A
CPT0082770003 Normal N/A
CPT0082850004 Tumor N/A
CPT0082890003 Normal N/A
CPT0083100003 Tumor N/A
CPT0083140003 Normal N/A
CPT0083390004 Tumor N/A
CPT0083420003 Normal N/A
CPT0083780003 Tumor N/A
CPT0083810003 Normal N/A
CPT0084140003 Tumor N/A
CPT0084170003 Normal N/A
CPT0086310003 Tumor N/A
CPT0086320003 Normal N/A
CPT0086750003 Tumor N/A
CPT0086770003 Normal N/A
CPT0089340003 Tumor N/A
CPT0089360003 Normal N/A
CPT0090170004 Tumor N/A
CPT0090200003 Normal N/A
CPT0090340003 Tumor N/A
CPT0090370003 Normal N/A
CPT0090570004 Tumor N/A
CPT0090600003 Normal N/A
CPT0090700003 Tumor N/A
CPT0090720003 Normal N/A
CPT0090860003 Tumor N/A
CPT0090900004 Normal N/A
CPT0091240003 Tumor N/A
CPT0091260003 Normal N/A
CPT0091860003 Tumor N/A
CPT0091870003 Normal N/A
CPT0092240003 Tumor N/A
CPT0092250003 Normal N/A
CPT0092530003 Tumor N/A
CPT0092930003 Tumor N/A
CPT0092940003 Normal N/A
CPT0097580003 Tumor N/A
CPT0097600003 Normal N/A
CPT0098130003 Tumor N/A
CPT0102450003 Tumor N/A
CPT0102480003 Normal N/A
CPT0104630003 Tumor N/A
CPT0104650003 Normal N/A
CPT0104750003 Tumor N/A
CPT0104760003 Normal N/A
CPT0104970003 Tumor N/A
CPT0105010004 Normal N/A
CPT0105060003 Tumor N/A
CPT0105190003 Normal N/A
CPT0105230003 Tumor N/A
CPT0105250003 Normal N/A
CPT0105270003 Tumor N/A
CPT0105330003 Tumor N/A
CPT0105370004 Normal N/A
CPT0105510003 Tumor N/A
CPT0105550003 Normal N/A
CPT0105600003 Tumor N/A
CPT0105610003 Normal N/A
CPT0105630003 Tumor N/A
CPT0105680003 Normal N/A
CPT0105710003 Tumor N/A
CPT0105740003 Normal N/A
CPT0105940003 Tumor N/A
CPT0105980003 Normal N/A
CPT0106100003 Normal N/A
CPT0106110003 Tumor N/A
CPT0109680004 Tumor N/A
CPT0109700003 Normal N/A
CPT0109710003 Normal N/A
CPT0109720004 Tumor N/A
CPT0109740004 Tumor N/A
CPT0109760003 Normal N/A
CPT0109830004 Tumor N/A
CPT0109850003 Normal N/A
CPT0110860004 Tumor N/A
CPT0110890003 Normal N/A
CPT0110980004 Tumor N/A
CPT0111300003 Tumor N/A
CPT0111480003 Normal N/A
CPT0111590003 Normal N/A
CPT0112060003 Tumor N/A
CPT0112080003 Normal N/A
CPT0113210003 Tumor N/A
CPT0113220003 Normal N/A
CPT0113990003 Tumor N/A
CPT0114010003 Normal N/A
CPT0114660004 Tumor N/A
CPT0114690003 Normal N/A
CPT0114840003 Tumor N/A
CPT0114880003 Normal N/A
CPT0115070003 Tumor N/A
CPT0115090003 Normal N/A
CPT0117970003 Tumor N/A
CPT0118010003 Normal N/A
CPT0118160003 Tumor N/A
CPT0118180003 Normal N/A
CPT0118200003 Tumor N/A
CPT0118240003 Normal N/A
CPT0118340003 Tumor N/A
CPT0118360003 Normal N/A
CPT0118570003 Tumor N/A
CPT0118600003 Normal N/A
CPT0118620003 Tumor N/A
CPT0118650003 Normal N/A
CPT0118810003 Tumor N/A
CPT0118830003 Normal N/A
CPT0118880003 Tumor N/A
CPT0118890003 Normal N/A
CPT0125810003 Tumor N/A
CPT0125830003 Normal N/A
CPT0146580004 Tumor N/A
CPT0146600003 Normal N/A
CPT0146680004 Tumor N/A
CPT0146700003 Normal N/A
CPT0146780004 Tumor N/A
CPT0146800003 Normal N/A
CPT0146880004 Tumor N/A
CPT0146980004 Tumor N/A
CPT0147000003 Normal N/A
CPT0147080004 Tumor N/A
CPT0147100003 Normal N/A
CPT0147380004 Tumor N/A
CPT0147400003 Normal N/A
CPT0147480004 Tumor N/A
CPT0147500003 Normal N/A
CPT0147580004 Tumor N/A
CPT0147600003 Normal N/A
CPT0147880004 Tumor N/A
CPT0147900003 Normal N/A
CPT0147980004 Tumor N/A
CPT0148000003 Normal N/A
CPT0148080004 Tumor N/A
CPT0148100003 Normal N/A
CPT0148180004 Tumor N/A
CPT0148200003 Normal N/A
CPT0148280004 Tumor N/A
CPT0148300003 Normal N/A
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LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples 212
Samples
Sample ID Sample type nRPX
CPT0209510003 Normal N/A
CPT0001030003 Normal N/A
CPT0123370003 Normal N/A
CPT0175560003 Tumor N/A
CPT0218280003 Tumor N/A
CPT0126470003 Normal N/A
CPT0112660003 Normal N/A
CPT0237550004 Tumor N/A
CPT0245790003 Normal N/A
CPT0007740003 Tumor N/A
CPT0102840003 Normal N/A
CPT0233640003 Normal N/A
CPT0238130003 Normal N/A
CPT0221650003 Tumor N/A
CPT0083980003 Tumor N/A
CPT0130410003 Tumor N/A
CPT0112580003 Tumor N/A
CPT0241170003 Tumor N/A
CPT0086260003 Tumor N/A
CPT0064050003 Normal N/A
CPT0233330003 Normal N/A
CPT0079110003 Normal N/A
CPT0126400003 Normal N/A
CPT0104930003 Tumor N/A
CPT0105430003 Normal N/A
CPT0237200004 Tumor N/A
CPT0146400003 Normal N/A
CPT0063440003 Normal N/A
CPT0108560003 Tumor N/A
CPT0221220003 Normal N/A
CPT0079060003 Normal N/A
CPT0126830003 Normal N/A
CPT0208770003 Tumor N/A
CPT0232670003 Tumor N/A
CPT0222730003 Tumor N/A
CPT0209040003 Normal N/A
CPT0234930004 Tumor N/A
CPT0090440003 Tumor N/A
CPT0104380003 Normal N/A
CPT0202740003 Normal N/A
CPT0204600003 Tumor N/A
CPT0237080003 Normal N/A
CPT0183250004 Tumor N/A
CPT0175410003 Normal N/A
CPT0098770003 Tumor N/A
CPT0196810003 Tumor N/A
CPT0112540003 Tumor N/A
CPT0023470003 Tumor N/A
CPT0202530004 Tumor N/A
CPT0117770003 Normal N/A
CPT0245840003 Normal N/A
CPT0233600003 Tumor N/A
CPT0192540004 Tumor N/A
CPT0126740003 Tumor N/A
CPT0223820003 Normal N/A
CPT0197150003 Tumor N/A
CPT0227020003 Tumor N/A
CPT0197090003 Tumor N/A
CPT0197170003 Normal N/A
CPT0130440004 Normal N/A
CPT0146380004 Tumor N/A
CPT0245780003 Tumor N/A
CPT0091610003 Tumor N/A
CPT0175390003 Tumor N/A
CPT0010050003 Tumor N/A
CPT0136640003 Tumor N/A
CPT0111150004 Tumor N/A
CPT0234560003 Tumor N/A
CPT0204820003 Normal N/A
CPT0197860003 Normal N/A
CPT0098800003 Normal N/A
CPT0237990003 Normal N/A
CPT0068280003 Tumor N/A
CPT0108600003 Normal N/A
CPT0175160003 Normal N/A
CPT0091090003 Normal N/A
CPT0186180003 Tumor N/A
CPT0208780003 Normal N/A
CPT0105420003 Tumor N/A
CPT0079100003 Tumor N/A
CPT0225470003 Normal N/A
CPT0101130003 Tumor N/A
CPT0186210003 Normal N/A
CPT0079050003 Tumor N/A
CPT0233160003 Normal N/A
CPT0063430003 Tumor N/A
CPT0086270003 Normal N/A
CPT0089880003 Tumor N/A
CPT0219360003 Tumor N/A
CPT0202580004 Normal N/A
CPT0204660003 Normal N/A
CPT0146480004 Tumor N/A
CPT0237780003 Normal N/A
CPT0223790003 Tumor N/A
CPT0128890003 Tumor N/A
CPT0197380003 Normal N/A
CPT0069900003 Normal N/A
CPT0091820003 Tumor N/A
CPT0197480003 Tumor N/A
CPT0222740003 Normal N/A
CPT0126670003 Tumor N/A
CPT0146500003 Normal N/A
CPT0202220004 Normal N/A
CPT0175270003 Normal N/A
CPT0233120003 Tumor N/A
CPT0217420003 Tumor N/A
CPT0063480003 Tumor N/A
CPT0196820003 Normal N/A
CPT0091050003 Tumor N/A
CPT0126390003 Tumor N/A
CPT0186140003 Normal N/A
CPT0115860003 Normal N/A
CPT0007760003 Normal N/A
CPT0175120003 Tumor N/A
CPT0237410004 Tumor N/A
CPT0010060003 Normal N/A
CPT0232690003 Normal N/A
CPT0147180004 Tumor N/A
CPT0130270003 Tumor N/A
CPT0191750003 Normal N/A
CPT0238110004 Tumor N/A
CPT0183270003 Normal N/A
CPT0087210003 Normal N/A
CPT0237570003 Normal N/A
CPT0126450003 Tumor N/A
CPT0023500003 Normal N/A
CPT0104950003 Normal N/A
CPT0126810003 Tumor N/A
CPT0221200003 Tumor N/A
CPT0063500003 Normal N/A
CPT0197520003 Normal N/A
CPT0245890003 Normal N/A
CPT0128900003 Normal N/A
CPT0227400003 Tumor N/A
CPT0130070003 Normal N/A
CPT0209020004 Tumor N/A
CPT0069890003 Tumor N/A
CPT0191710003 Tumor N/A
CPT0117720003 Tumor N/A
CPT0126530003 Tumor N/A
CPT0190550003 Tumor N/A
CPT0123350003 Tumor N/A
CPT0091620003 Normal N/A
CPT0195510003 Tumor N/A
CPT0126760003 Normal N/A
CPT0197210003 Tumor N/A
CPT0130310003 Normal N/A
CPT0175260003 Tumor N/A
CPT0112600003 Normal N/A
CPT0218310003 Normal N/A
CPT0202040003 Normal N/A
CPT0234820003 Normal N/A
CPT0130030003 Tumor N/A
CPT0186130003 Tumor N/A
CPT0225380003 Tumor N/A
CPT0111000004 Normal N/A
CPT0202400004 Normal N/A
CPT0191860003 Tumor N/A
CPT0234950004 Normal N/A
CPT0001020003 Tumor N/A
CPT0237060004 Tumor N/A
CPT0202720003 Tumor N/A
CPT0209490003 Tumor N/A
CPT0104360003 Tumor N/A
CPT0187370003 Tumor N/A
CPT0112730003 Normal N/A
CPT0112650003 Tumor N/A
CPT0115830003 Tumor N/A
CPT0202350004 Tumor N/A
CPT0204990003 Tumor N/A
CPT0237210003 Normal N/A
CPT0204800003 Tumor N/A
CPT0202170003 Tumor N/A
CPT0205000003 Normal N/A
CPT0245880003 Tumor N/A
CPT0207210003 Tumor N/A
CPT0236420003 Tumor N/A
CPT0233320003 Tumor N/A
CPT0064040003 Tumor N/A
CPT0197100003 Normal N/A
CPT0207250003 Normal N/A
CPT0234580003 Normal N/A
CPT0227070003 Normal N/A
CPT0241210003 Normal N/A
CPT0087190003 Tumor N/A
CPT0147200003 Normal N/A
CPT0083990003 Normal N/A
CPT0192590004 Normal N/A
CPT0221660003 Normal N/A
CPT0237760003 Tumor N/A
CPT0202020008 Tumor N/A
CPT0237430003 Normal N/A
CPT0219390003 Normal N/A
CPT0068320003 Normal N/A
CPT0195520003 Normal N/A
CPT0187380003 Normal N/A
CPT0227420003 Normal N/A
CPT0102790003 Tumor N/A
CPT0197740003 Tumor N/A
CPT0237690004 Tumor N/A
CPT0245830003 Tumor N/A
CPT0147700003 Normal N/A
CPT0236430003 Normal N/A
CPT0191930003 Normal N/A
CPT0147680004 Tumor N/A
CPT0217490003 Normal N/A
CPT0112550003 Normal N/A
CPT0136660003 Normal N/A
CPT0237710003 Normal N/A
CPT0112720003 Tumor N/A
CPT0234790003 Tumor N/A
CPT0237970004 Tumor N/A
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LUNG CANCER - Protein expressioni

A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.

Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Pending cancer tissue analysis

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