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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.
RPLP2 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
3033.3
Number of samples
492
Samples
Sample
Description
pTPM
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
14294.2
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
10681.5
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
10268.5
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
10042.8
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
8410.0
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
8039.0
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
7793.2
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
7264.5
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
7242.8
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
7186.5
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
7021.2
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
6929.9
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
6835.0
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
6799.3
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
6522.3
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
6477.8
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
6403.1
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
6383.9
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
6372.6
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
6326.5
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
6299.5
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
6287.0
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
6152.7
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
5738.4
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
5654.0
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
5628.5
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
5586.6
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
5549.4
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
5491.6
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
5345.1
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
5321.9
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
5313.1
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
5216.7
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
5205.1
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
5150.9
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
5120.3
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
5095.1
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
4948.2
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
4933.7
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
4899.1
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
4882.3
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
4777.3
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
4741.8
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
4739.5
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
4727.8
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
4683.7
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
4555.3
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
4535.7
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
4494.6
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
4489.9
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
4440.8
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
4412.8
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
4373.0
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
4340.0
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
4332.9
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
4307.6
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
4256.2
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
4249.2
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
4246.4
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
4207.4
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
4201.0
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
4194.6
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
4171.1
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
4162.6
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
4152.2
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
4146.7
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
4118.3
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
4086.3
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
4074.7
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
4062.8
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
4053.6
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
4038.3
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
4012.0
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
4005.3
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
4003.7
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
4000.7
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
3986.7
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
3967.4
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
3934.1
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
3916.4
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
3879.3
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
3874.6
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
3874.5
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
3867.3
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
3853.2
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
3835.3
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
3825.4
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
3813.3
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
3810.2
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
3777.5
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
3777.3
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
3770.0
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
3765.8
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
3763.8
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
3741.4
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
3726.6
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
3712.3
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
3708.0
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
3692.3
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
3670.9
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
3665.7
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
3663.7
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
3659.5
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
3658.6
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
3645.2
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
3642.8
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
3633.4
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
3629.2
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
3628.9
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
3622.1
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
3609.7
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
3607.4
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
3606.3
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
3603.8
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
3598.5
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
3594.4
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
3574.3
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
3568.9
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
3566.9
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
3566.8
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
3548.4
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
3547.5
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
3533.8
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
3530.4
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
3519.4
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
3504.6
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
3499.4
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
3459.5
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
3437.2
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
3432.6
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
3430.5
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
3418.0
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
3412.3
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
3376.4
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
3375.4
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
3375.1
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
3373.2
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
3368.6
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
3364.5
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
3364.5
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
3343.3
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
3331.0
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
3330.3
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
3326.2
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
3325.2
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
3322.7
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
3322.3
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
3320.4
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
3320.4
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
3306.5
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
3305.9
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
3299.6
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
3281.7
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
3253.2
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
3250.1
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
3235.3
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
3233.7
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
3233.3
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
3227.5
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
3218.6
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
3209.8
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
3195.9
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
3195.0
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
3191.9
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
3181.3
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
3174.3
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
3173.3
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
3172.3
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
3153.4
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
3147.0
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
3135.1
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
3127.8
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
3126.5
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
3118.7
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
3118.3
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
3098.6
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
3090.9
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
3088.8
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
3088.5
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
3085.8
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
3084.9
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
3082.5
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
3079.0
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
3072.0
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
3068.8
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
3063.5
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
3041.9
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
3037.3
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
3036.2
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
3033.4
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
3028.9
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
3021.2
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
3020.3
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
3017.8
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
3014.4
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
3012.7
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
3008.1
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
3000.0
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
2992.6
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
2990.6
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
2976.2
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
2975.4
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
2970.0
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
2966.2
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
2957.7
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
2946.3
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
2945.6
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
2935.8
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
2929.2
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
2922.1
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
2918.8
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
2908.5
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
2885.4
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
2880.7
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
2876.2
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
2873.5
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
2855.7
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
2841.8
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
2835.2
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
2831.6
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
2830.0
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
2826.0
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
2821.2
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
2818.5
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
2815.4
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
2814.5
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
2812.7
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
2809.7
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
2800.3
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
2798.8
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
2797.8
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
2797.7
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
2793.5
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
2792.3
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
2782.5
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
2778.3
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
2777.9
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
2773.2
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
2768.0
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
2765.4
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
2764.8
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
2763.3
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
2756.0
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
2755.2
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
2745.5
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
2744.7
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
2735.8
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
2728.3
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
2725.1
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
2722.5
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
2711.7
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
2699.9
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
2690.9
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
2683.4
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
2675.0
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
2672.0
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
2661.2
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
2656.7
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
2649.9
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
2649.5
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
2647.7
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
2647.5
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
2647.4
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
2645.5
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
2642.9
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
2642.0
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
2635.5
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
2622.4
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
2620.9
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
2617.0
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
2614.7
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
2609.9
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
2606.1
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
2601.4
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
2592.9
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
2591.2
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
2591.1
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
2590.3
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
2577.9
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
2569.1
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
2564.6
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
2536.3
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
2530.0
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
2525.9
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
2517.7
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
2513.6
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
2499.4
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
2493.6
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
2489.6
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
2487.0
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
2482.8
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
2481.9
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
2478.7
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
2477.8
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
2476.2
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
2471.1
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
2463.2
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
2452.0
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
2443.2
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
2438.3
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
2431.4
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
2420.0
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
2416.1
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
2409.7
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
2407.3
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
2402.0
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
2400.0
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
2399.0
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
2396.5
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
2395.3
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
2390.2
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
2378.5
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
2377.7
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
2373.8
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
2365.8
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
2365.4
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
2361.5
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
2357.7
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
2355.2
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
2354.0
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
2353.1
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
2335.4
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
2334.4
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
2333.9
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
2330.1
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
2329.9
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
2329.7
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
2328.9
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
2326.8
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
2326.6
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
2323.4
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
2320.4
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
2314.4
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
2308.2
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
2295.8
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
2295.1
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
2290.4
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
2284.1
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
2282.0
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
2275.6
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
2269.6
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
2265.0
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
2241.6
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
2236.0
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
2235.0
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
2233.7
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
2233.5
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
2232.0
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
2223.7
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
2223.4
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
2223.1
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
2221.9
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
2217.4
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
2217.0
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
2215.9
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
2208.4
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
2203.0
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
2201.2
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
2200.8
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
2197.4
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
2191.6
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
2183.2
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
2176.9
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
2175.1
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
2175.0
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
2174.2
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
2161.9
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
2160.9
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
2154.8
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
2149.9
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
2149.5
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
2148.3
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
2140.1
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
2133.5
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
2118.6
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
2110.6
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
2108.0
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
2103.2
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
2090.6
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
2089.1
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
2071.8
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
2070.0
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
2068.3
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
2067.1
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
2065.9
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
2061.0
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
2055.7
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
2051.1
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
2048.7
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
2045.6
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
2041.8
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
2040.2
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
2038.8
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
2036.1
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
2032.8
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
2032.4
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
2026.2
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
2014.9
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
2012.8
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
2009.0
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
2006.8
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
2003.8
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
1999.2
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
1998.3
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
1994.8
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
1992.1
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
1992.0
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
1991.0
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
1989.3
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
1982.3
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
1968.2
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
1949.7
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
1949.7
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
1949.1
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
1947.6
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
1946.8
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
1939.3
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
1911.0
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
1906.3
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
1905.9
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
1904.6
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
1901.8
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
1899.7
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
1899.3
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
1894.5
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
1892.2
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
1887.7
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
1887.6
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
1885.8
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
1885.7
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
1863.8
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
1859.6
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
1855.0
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
1832.7
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
1826.1
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
1812.4
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
1806.0
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
1801.6
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
1793.7
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
1772.2
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
1771.1
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
1768.1
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
1767.3
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
1764.6
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
1764.3
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
1764.1
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
1745.3
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
1732.3
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
1720.7
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
1703.3
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
1690.7
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
1690.7
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
1689.6
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
1684.1
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
1678.8
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
1669.3
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
1663.9
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
1662.8
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
1659.5
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
1654.2
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
1652.5
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
1647.0
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
1631.5
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
1631.0
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
1617.2
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
1607.3
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
1551.7
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
1548.1
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
1540.6
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
1532.1
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
1524.8
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
1496.9
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
1491.6
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
1489.0
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
1463.0
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
1456.1
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
1454.6
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
1435.8
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
1397.7
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
1397.0
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
1373.1
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
1334.0
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
1305.1
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
1264.1
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
1260.5
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
1227.0
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
1190.4
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
1185.4
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
1173.9
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
1123.3
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
1095.3
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
1075.0
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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
0.8
CPT0163790003
Tumor
0.6
CPT0184530003
Tumor
0.6
CPT0237620004
Tumor
0.6
CPT0237130004
Tumor
0.5
CPT0201830004
Tumor
0.5
CPT0236620003
Tumor
0.5
CPT0008630003
Tumor
0.5
CPT0244940004
Tumor
0.4
CPT0235460003
Tumor
0.4
CPT0169740004
Normal
0.4
CPT0222360003
Tumor
0.4
CPT0088410003
Tumor
0.4
CPT0163740003
Tumor
0.4
CPT0248330003
Tumor
0.3
CPT0199700003
Tumor
0.3
CPT0236850004
Tumor
0.3
CPT0163720003
Normal
0.3
CPT0087820003
Tumor
0.3
CPT0011130005
Tumor
0.3
CPT0248520003
Tumor
0.3
CPT0163600003
Tumor
0.2
CPT0245680003
Tumor
0.2
CPT0011320003
Normal
0.2
CPT0245180003
Tumor
0.2
CPT0162990004
Tumor
0.2
CPT0246670003
Tumor
0.2
CPT0163840003
Tumor
0.2
CPT0246540003
Tumor
0.2
CPT0169640003
Tumor
0.2
CPT0195860003
Tumor
0.2
CPT0245130003
Tumor
0.2
CPT0235470002
Normal
0.2
CPT0088060004
Tumor
0.2
CPT0008960003
Normal
0.2
CPT0194960003
Tumor
0.2
C3N-04279-05
Normal
0.2
CPT0011290003
Tumor
0.2
CPT0008520008
Tumor
0.2
CPT0177010003
Tumor
0.2
CPT0245140003
Normal
0.1
CPT0194800003
Normal
0.1
CPT0177390003
Tumor
0.1
CPT0199710003
Normal
0.1
CPT0196210003
Tumor
0.1
CPT0094560004
Tumor
0.1
CPT0245500003
Tumor
0.1
CPT0163240003
Tumor
0.1
CPT0245630003
Tumor
0.1
CPT0226390003
Tumor
0.1
CPT0245730003
Tumor
0.1
CPT0246620003
Tumor
0.1
CPT0013210004
Tumor
0.1
CPT0013130003
Tumor
0.1
CPT0223450003
Tumor
0.1
CPT0245300003
Tumor
0.1
CPT0237640003
Normal
0.1
CPT0169890003
Tumor
0.1
CPT0094280004
Tumor
0.1
CPT0084630009
Tumor
0.1
CPT0087990003
Tumor
0.1
CPT0163480003
Tumor
0.1
CPT0013000004
Tumor
0.1
CPT0094350004
Tumor
0.1
CPT0281470002
Normal
0.1
CPT0237480004
Tumor
0.1
CPT0177710003
Tumor
0.0
CPT0194250003
Tumor
0.0
CPT0245230004
Tumor
0.0
CPT0229220002
Normal
0.0
CPT0094490004
Tumor
0.0
CPT0235910003
Tumor
0.0
CPT0245010003
Tumor
0.0
C3N-00295-05
Normal
0.0
CPT0123180003
Tumor
0.0
CPT0024810003
Tumor
0.0
CPT0163090003
Tumor
0.0
CPT0241980004
Tumor
0.0
CPT0226270003
Normal
0.0
CPT0163160003
Tumor
0.0
CPT0163410003
Tumor
0.0
C3N-02693-06
Normal
0.0
CPT0278700002
Normal
0.0
CPT0162890003
Tumor
0.0
CPT0226250004
Tumor
0.0
CPT0162940003
Tumor
0.0
CPT0095040003
Tumor
0.0
CPT0226440003
Tumor
0.0
CPT0163530003
Tumor
0.0
CPT0261520003
Tumor
0.0
CPT0176770003
Tumor
-0.1
CPT0194790003
Tumor
-0.1
CPT0123190003
Normal
-0.1
CPT0013250003
Normal
-0.1
CPT0163910003
Tumor
-0.1
CPT0245060004
Tumor
-0.1
CPT0123260003
Tumor
-0.1
CPT0163020003
Normal
-0.1
CPT0163340003
Tumor
-0.1
CPT0177200003
Tumor
-0.1
CPT0223970003
Tumor
-0.1
CPT0226350003
Normal
-0.1
CPT0123280003
Normal
-0.1
CPT0243090003
Tumor
-0.1
CPT0256560003
Tumor
-0.1
CPT0222180003
Tumor
-0.1
CPT0223460003
Normal
-0.1
CPT0169730003
Tumor
-0.1
CPT0246590003
Tumor
-0.1
CPT0245400003
Tumor
-0.1
CPT0194420003
Tumor
-0.1
CPT0237150003
Normal
-0.1
CPT0235920003
Normal
-0.1
CPT0013030003
Normal
-0.1
C3N-04275-05
Normal
-0.1
CPT0220610003
Tumor
-0.1
CPT0245450003
Tumor
-0.1
CPT0196060003
Normal
-0.1
CPT0199880003
Tumor
-0.1
CPT0226340003
Tumor
-0.2
CPT0163800003
Normal
-0.2
CPT0094420004
Tumor
-0.2
CPT0207870004
Tumor
-0.2
CPT0008930003
Tumor
-0.2
CPT0163250003
Normal
-0.2
CPT0220620003
Normal
-0.2
CPT0245410003
Normal
-0.2
CPT0013430003
Tumor
-0.2
C3N-01859-04
Normal
-0.2
CPT0194260003
Normal
-0.2
CPT0084650004
Normal
-0.2
CPT0236870003
Normal
-0.2
CPT0177220003
Normal
-0.2
CPT0088010003
Normal
-0.2
CPT0163490003
Normal
-0.2
CPT0237500003
Normal
-0.2
CPT0013460003
Normal
-0.2
CPT0222200003
Normal
-0.2
CPT0163650003
Tumor
-0.2
CPT0094580003
Normal
-0.2
C3N-04276-06
Normal
-0.2
C3N-01620-05
Normal
-0.2
CPT0248350003
Normal
-0.2
CPT0245550003
Tumor
-0.3
CPT0245560003
Normal
-0.3
CPT0195880003
Normal
-0.3
CPT0088080003
Normal
-0.3
CPT0127050003
Tumor
-0.3
CPT0250310003
Tumor
-0.3
C3N-01758-04
Normal
-0.3
CPT0163860003
Normal
-0.3
CPT0196040003
Tumor
-0.3
C3N-00857-05
Normal
-0.3
CPT0236640003
Normal
-0.3
CPT0195700003
Normal
-0.3
CPT0245460003
Normal
-0.3
CPT0190850003
Tumor
-0.4
CPT0244890004
Tumor
-0.4
CPT0199820003
Tumor
-0.4
CPT0199890003
Normal
-0.4
CPT0226400003
Normal
-0.4
CPT0226130003
Tumor
-0.4
CPT0245020003
Normal
-0.4
CPT0163430003
Normal
-0.4
CPT0201860004
Normal
-0.4
CPT0190860003
Normal
-0.4
CPT0226030003
Tumor
-0.4
CPT0088430003
Normal
-0.4
CPT0226090003
Normal
-0.4
CPT0245350003
Tumor
-0.5
CPT0163610003
Normal
-0.5
CPT0169920003
Normal
-0.5
CPT0226450003
Normal
-0.5
CPT0245190003
Normal
-0.5
CPT0242000004
Normal
-0.5
CPT0243140004
Normal
-0.5
CPT0163170003
Normal
-0.5
CPT0195680003
Tumor
-0.6
CPT0199830003
Normal
-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
