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HEAD AND NECK 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.
EEF1A1 is not prognostic in Head and Neck 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.
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.
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
4811.9
Number of samples
492
Samples
Sample
Description
pTPM
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
14571.9
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
11930.9
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
11574.4
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
10849.7
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
10570.6
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
10237.4
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
10213.0
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
10129.9
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
10095.7
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
9766.2
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
9579.2
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
9543.4
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
9345.2
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
9190.2
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
8954.3
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
8732.8
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
8628.3
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
8213.4
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
8115.3
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
8090.4
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
8085.9
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
8060.3
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
7998.0
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
7989.7
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
7971.9
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
7878.5
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
7753.4
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
7742.9
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
7696.1
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
7694.8
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
7661.5
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
7653.8
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
7612.0
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
7543.7
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
7405.5
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
7392.4
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
7381.1
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
7366.9
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
7302.0
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
7298.0
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
7293.8
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
7280.9
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
7117.7
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
7107.9
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
7069.6
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
6933.9
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
6919.4
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
6902.8
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
6811.9
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
6702.5
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
6669.7
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
6618.8
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
6574.7
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
6572.3
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
6557.0
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
6536.2
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
6499.5
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
6471.4
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
6448.0
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
6440.9
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
6434.7
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
6412.1
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
6409.4
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
6390.5
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
6387.7
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
6344.3
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
6343.4
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
6324.1
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
6309.6
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
6282.5
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
6279.3
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
6265.3
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
6234.2
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
6217.9
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
6215.7
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
6198.6
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
6195.2
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
6193.4
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
6186.1
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
6177.1
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
6160.2
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
6148.5
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
6110.7
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
6061.4
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
6059.1
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
6033.2
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
6003.0
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
5996.6
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
5987.4
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
5986.0
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
5970.8
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
5948.6
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
5922.2
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
5919.5
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
5914.0
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
5904.2
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
5902.7
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
5893.4
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
5878.3
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
5823.8
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
5816.9
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
5802.9
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
5778.8
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
5754.3
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
5750.2
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
5740.4
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
5710.5
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
5710.0
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
5703.1
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
5699.6
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
5687.2
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
5682.2
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
5671.5
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
5664.8
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
5660.1
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
5647.4
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
5643.7
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
5638.6
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
5629.4
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
5612.2
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
5567.0
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
5535.1
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
5518.3
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
5511.0
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
5506.1
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
5491.0
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
5490.7
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
5478.0
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
5477.2
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
5475.7
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
5470.5
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
5461.6
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
5461.1
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
5452.6
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
5447.6
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
5408.3
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
5401.5
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
5399.6
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
5386.7
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
5372.8
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
5370.8
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
5359.2
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
5354.3
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
5347.5
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
5326.2
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
5325.3
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
5324.8
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
5305.4
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
5296.1
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
5276.5
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
5274.2
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
5266.6
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
5264.1
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
5251.9
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
5245.7
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
5237.8
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
5220.3
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
5219.2
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
5212.7
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
5200.1
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
5193.4
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
5187.2
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
5183.2
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
5175.4
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
5174.3
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
5168.5
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
5164.9
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
5145.3
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
5142.0
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
5138.9
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
5126.6
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
5106.4
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
5091.9
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
5090.4
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
5078.2
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
5058.8
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
5056.8
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
5047.6
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
5043.1
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
5041.5
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
5025.2
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
5023.9
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
5017.3
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
5012.5
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
5007.3
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
4992.7
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
4985.3
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
4978.3
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
4977.9
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
4971.9
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
4971.7
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
4952.2
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
4933.8
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
4927.7
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
4926.3
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
4918.0
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
4889.4
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
4889.0
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
4886.2
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
4880.3
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
4864.0
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
4858.4
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
4846.2
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
4821.5
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
4820.0
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
4809.0
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
4804.8
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
4803.0
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
4792.0
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
4789.7
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
4783.9
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
4783.8
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
4779.4
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
4773.5
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
4763.8
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
4754.7
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
4754.1
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
4753.8
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
4747.8
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
4743.7
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
4743.2
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
4742.0
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
4728.0
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
4720.5
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
4718.2
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
4717.3
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
4716.0
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
4712.2
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
4711.4
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
4706.8
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
4702.1
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
4695.8
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
4671.3
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
4655.4
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
4648.6
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
4645.0
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
4643.3
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
4624.7
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
4622.9
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
4616.8
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
4611.2
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
4598.5
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
4598.5
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
4594.2
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
4594.0
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
4593.7
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
4591.6
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
4580.1
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
4579.7
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
4572.6
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
4554.6
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
4554.2
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
4552.7
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
4549.0
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
4544.6
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
4538.2
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
4521.6
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
4512.9
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
4507.2
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
4506.7
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
4504.3
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
4502.5
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
4481.7
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
4465.4
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
4463.1
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
4462.6
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
4459.1
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
4453.9
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
4447.9
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
4440.5
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
4436.4
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
4432.8
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
4428.6
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
4426.2
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
4418.2
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
4413.1
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
4405.1
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
4399.3
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
4397.2
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
4389.2
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
4387.8
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
4386.5
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
4369.3
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
4355.0
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
4350.4
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
4327.0
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
4326.2
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
4318.0
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
4301.5
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
4301.0
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
4293.5
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
4292.7
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
4283.5
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
4281.2
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
4271.8
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
4266.3
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
4265.0
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
4262.5
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
4260.6
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
4260.6
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
4258.8
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
4255.9
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
4254.1
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
4242.8
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
4237.8
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
4212.7
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
4206.9
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
4201.9
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
4200.8
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
4199.3
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
4176.1
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
4175.4
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
4171.7
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
4171.4
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
4165.6
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
4165.0
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
4163.1
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
4161.3
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
4160.5
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
4150.6
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
4145.4
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
4138.2
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
4134.9
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
4125.4
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
4112.2
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
4101.4
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
4101.2
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
4083.8
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
4055.9
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
4055.8
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
4053.2
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
4032.7
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
4029.8
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
4023.6
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
4023.0
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
4016.6
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
4008.7
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
4004.1
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
3900.2
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
3892.6
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
3891.6
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
3886.5
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
3876.0
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
3872.9
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
3858.7
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
3855.6
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
3837.6
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
3835.3
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
3817.9
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
3802.8
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
3794.3
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
3768.5
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
3761.6
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
3757.0
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
3753.1
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
3752.7
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
3739.3
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
3734.1
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
3733.5
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
3726.2
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
3709.2
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
3696.8
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
3695.4
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
3687.4
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
3685.6
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
3682.2
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
3675.8
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
3666.0
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
3656.7
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
3651.2
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
3640.8
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
3639.1
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
3639.0
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
3634.0
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
3633.7
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
3631.8
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
3624.4
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
3618.6
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
3618.6
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
3605.5
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
3596.2
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
3591.9
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
3589.4
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
3588.1
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
3577.6
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
3566.1
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
3558.1
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
3548.1
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
3531.6
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
3509.2
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
3507.8
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
3489.1
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
3480.3
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
3476.4
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
3470.3
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
3467.2
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
3464.1
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
3462.5
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
3461.6
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
3457.5
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
3451.8
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
3448.5
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
3446.5
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
3406.4
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
3399.0
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
3384.0
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
3382.3
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
3381.0
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
3377.5
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
3367.1
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
3365.0
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
3356.5
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
3329.6
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
3320.1
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
3315.2
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
3313.3
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
3305.4
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
3302.2
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
3289.1
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
3267.1
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
3262.1
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
3247.7
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
3198.6
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
3187.8
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
3184.6
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
3182.4
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
3167.7
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
3162.4
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
3162.2
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
3149.1
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
3122.8
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
3121.1
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
3116.8
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
3090.3
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
3089.2
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
3081.2
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
3076.5
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
3070.9
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
3059.9
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
3049.7
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
3044.9
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
3041.2
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
3041.0
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
3032.0
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
3012.6
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
2991.2
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
2988.1
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
2986.4
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
2984.1
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
2959.2
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
2947.8
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
2931.0
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
2915.7
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
2913.5
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
2892.3
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
2880.7
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
2859.6
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
2856.1
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
2853.1
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
2850.6
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
2844.8
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
2841.5
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
2835.8
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
2835.1
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
2799.0
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
2772.1
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
2771.3
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
2731.1
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
2698.6
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
2670.7
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
2663.9
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
2611.6
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
2582.9
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
2582.0
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
2576.6
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
2484.6
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
2427.1
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
2402.2
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
2349.1
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
2314.0
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
2285.0
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
2266.3
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
2230.8
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
2220.9
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
2176.3
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
1907.8
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
1903.2
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
1804.0
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
1611.2
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
1607.2
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
1411.2
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
621.4
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0245600003
Tumor
0.6
CPT0235460003
Tumor
0.5
CPT0246540003
Tumor
0.5
CPT0246670003
Tumor
0.4
CPT0236620003
Tumor
0.4
CPT0094350004
Tumor
0.3
CPT0199700003
Tumor
0.2
CPT0248330003
Tumor
0.2
CPT0223450003
Tumor
0.2
CPT0235910003
Tumor
0.2
CPT0088410003
Tumor
0.2
CPT0163740003
Tumor
0.2
CPT0008630003
Tumor
0.2
CPT0163790003
Tumor
0.2
CPT0226340003
Tumor
0.2
CPT0169740004
Normal
0.2
CPT0245060004
Tumor
0.2
CPT0245500003
Tumor
0.2
CPT0177010003
Tumor
0.2
CPT0194960003
Tumor
0.2
C3N-00295-05
Normal
0.2
CPT0244940004
Tumor
0.2
CPT0281470002
Normal
0.1
CPT0088060004
Tumor
0.1
CPT0169890003
Tumor
0.1
CPT0008520008
Tumor
0.1
CPT0245010003
Tumor
0.1
CPT0237130004
Tumor
0.1
CPT0169640003
Tumor
0.1
CPT0245550003
Tumor
0.1
CPT0194420003
Tumor
0.1
CPT0095040003
Tumor
0.1
CPT0237620004
Tumor
0.1
CPT0194250003
Tumor
0.1
CPT0162940003
Tumor
0.1
CPT0220610003
Tumor
0.1
CPT0245450003
Tumor
0.1
CPT0163840003
Tumor
0.1
CPT0162990004
Tumor
0.1
CPT0184530003
Tumor
0.1
CPT0163240003
Tumor
0.1
CPT0123180003
Tumor
0.1
CPT0199820003
Tumor
0.1
CPT0222360003
Tumor
0.1
CPT0123280003
Normal
0.1
CPT0226440003
Tumor
0.0
CPT0169730003
Tumor
0.0
CPT0008960003
Normal
0.0
CPT0011320003
Normal
0.0
CPT0226250004
Tumor
0.0
CPT0087990003
Tumor
0.0
CPT0094560004
Tumor
0.0
CPT0237480004
Tumor
0.0
CPT0245300003
Tumor
0.0
C3N-02693-06
Normal
0.0
CPT0226350003
Normal
0.0
CPT0163720003
Normal
0.0
CPT0195860003
Tumor
0.0
CPT0011290003
Tumor
0.0
CPT0245730003
Tumor
0.0
CPT0177220003
Normal
0.0
CPT0008930003
Tumor
0.0
C3N-04279-05
Normal
0.0
CPT0011130005
Tumor
0.0
CPT0163160003
Tumor
0.0
CPT0223970003
Tumor
0.0
CPT0123260003
Tumor
0.0
CPT0176770003
Tumor
0.0
CPT0163650003
Tumor
0.0
CPT0237500003
Normal
0.0
CPT0177200003
Tumor
0.0
CPT0199710003
Normal
0.0
CPT0163480003
Tumor
0.0
CPT0195700003
Normal
0.0
CPT0194800003
Normal
0.0
C3N-01758-04
Normal
0.0
CPT0245180003
Tumor
0.0
CPT0087820003
Tumor
0.0
CPT0235920003
Normal
0.0
CPT0226390003
Tumor
0.0
CPT0196060003
Normal
-0.1
CPT0088010003
Normal
-0.1
CPT0013460003
Normal
-0.1
CPT0245140003
Normal
-0.1
CPT0245190003
Normal
-0.1
CPT0163530003
Tumor
-0.1
CPT0194260003
Normal
-0.1
CPT0013000004
Tumor
-0.1
CPT0163340003
Tumor
-0.1
CPT0248520003
Tumor
-0.1
CPT0163600003
Tumor
-0.1
CPT0229220002
Normal
-0.1
CPT0195680003
Tumor
-0.1
CPT0196210003
Tumor
-0.1
CPT0163250003
Normal
-0.1
CPT0278700002
Normal
-0.1
CPT0201830004
Tumor
-0.1
CPT0235470002
Normal
-0.1
CPT0245560003
Normal
-0.1
C3N-01859-04
Normal
-0.1
CPT0190850003
Tumor
-0.1
CPT0248350003
Normal
-0.1
CPT0237150003
Normal
-0.1
CPT0220620003
Normal
-0.1
CPT0241980004
Tumor
-0.1
CPT0013430003
Tumor
-0.1
CPT0123190003
Normal
-0.1
CPT0163910003
Tumor
-0.1
CPT0163610003
Normal
-0.1
CPT0195880003
Normal
-0.1
CPT0245630003
Tumor
-0.1
CPT0223460003
Normal
-0.1
CPT0245020003
Normal
-0.1
CPT0256560003
Tumor
-0.1
CPT0177710003
Tumor
-0.1
CPT0236870003
Normal
-0.1
CPT0236850004
Tumor
-0.1
CPT0094420004
Tumor
-0.1
CPT0163860003
Normal
-0.1
CPT0013210004
Tumor
-0.1
CPT0236640003
Normal
-0.1
CPT0199830003
Normal
-0.1
CPT0199880003
Tumor
-0.1
C3N-00857-05
Normal
-0.1
CPT0163490003
Normal
-0.1
CPT0013030003
Normal
-0.1
CPT0226030003
Tumor
-0.2
CPT0163090003
Tumor
-0.2
CPT0243090003
Tumor
-0.2
CPT0196040003
Tumor
-0.2
CPT0169920003
Normal
-0.2
CPT0163430003
Normal
-0.2
CPT0207870004
Tumor
-0.2
CPT0199890003
Normal
-0.2
CPT0084630009
Tumor
-0.2
CPT0261520003
Tumor
-0.2
CPT0226450003
Normal
-0.2
CPT0024810003
Tumor
-0.2
CPT0163410003
Tumor
-0.2
CPT0245680003
Tumor
-0.2
CPT0163800003
Normal
-0.2
CPT0222180003
Tumor
-0.2
CPT0245460003
Normal
-0.2
CPT0246620003
Tumor
-0.2
CPT0226400003
Normal
-0.2
CPT0094280004
Tumor
-0.2
CPT0194790003
Tumor
-0.2
CPT0013250003
Normal
-0.2
CPT0177390003
Tumor
-0.2
C3N-01620-05
Normal
-0.2
CPT0226270003
Normal
-0.2
CPT0245130003
Tumor
-0.2
CPT0226090003
Normal
-0.2
CPT0226130003
Tumor
-0.2
CPT0013130003
Tumor
-0.2
CPT0163020003
Normal
-0.2
CPT0245410003
Normal
-0.2
CPT0094490004
Tumor
-0.2
CPT0201860004
Normal
-0.2
CPT0084650004
Normal
-0.3
CPT0127050003
Tumor
-0.3
CPT0237640003
Normal
-0.3
CPT0242000004
Normal
-0.3
CPT0245400003
Tumor
-0.3
C3N-04275-05
Normal
-0.3
CPT0190860003
Normal
-0.3
CPT0222200003
Normal
-0.3
CPT0163170003
Normal
-0.3
CPT0245230004
Tumor
-0.3
CPT0088080003
Normal
-0.3
CPT0243140004
Normal
-0.3
CPT0162890003
Tumor
-0.3
CPT0246590003
Tumor
-0.4
CPT0250310003
Tumor
-0.4
CPT0244890004
Tumor
-0.4
CPT0094580003
Normal
-0.4
C3N-04276-06
Normal
-0.4
CPT0088430003
Normal
-0.4
CPT0245350003
Tumor
-0.7
CPT0229230003
Normal
N/A
CPT0169750003
Normal
N/A
CPT0229210003
Tumor
N/A
CPT0229190003
Tumor
N/A
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HEAD AND NECK 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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
