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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.
GAPDH is potential prognostic, high expression is unfavorable 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.
: 1.76
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
0.00046
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.
37%
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.
50%
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 TPM
4844.5
Number of samples
492
Samples
Sample
Description
TPM
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
38567.4
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
28765.4
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
22592.5
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
11955.5
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
11587.2
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
11586.3
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
11207.7
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
11022.4
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
10631.1
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
10456.1
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
10451.2
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
10403.7
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
10150.6
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
10111.6
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
10090.8
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
9998.2
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
9879.1
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
9485.2
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
9454.8
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
9381.3
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
9160.3
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
9139.2
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
9067.9
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
9014.1
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
8997.9
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
8661.4
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
8634.7
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
8499.3
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
8420.4
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
8412.2
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
8346.5
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
8337.2
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
8221.6
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
8162.2
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
8102.0
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
8054.6
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
8012.4
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
7946.8
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
7893.5
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
7840.2
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
7745.6
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
7740.3
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
7557.2
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
7550.1
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
7537.6
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
7532.4
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
7419.2
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
7407.5
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
7380.2
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
7353.2
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
7301.0
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
7280.8
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
7201.6
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
7200.7
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
7098.4
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
7077.2
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
7077.2
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
7034.2
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
7026.4
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
7014.9
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
6988.8
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
6925.5
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
6920.5
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
6909.6
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
6876.1
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
6839.2
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
6828.9
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
6820.5
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
6810.0
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
6756.7
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
6751.7
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
6745.4
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
6714.8
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
6711.9
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
6686.8
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
6668.5
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
6651.0
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
6634.8
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
6553.9
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
6534.0
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
6506.3
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
6476.0
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
6459.1
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
6417.4
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
6410.8
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
6384.1
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
6363.2
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
6362.2
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
6332.8
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
6322.1
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
6316.4
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
6315.2
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
6263.8
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
6234.8
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
6227.7
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
6199.1
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
6194.3
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
6172.9
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
6126.5
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
6125.5
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
6091.4
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
6075.0
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
6019.4
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
5996.8
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
5995.0
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
5991.4
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
5984.2
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
5978.7
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
5967.6
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
5948.3
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
5944.3
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
5935.6
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
5852.5
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
5816.0
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
5813.9
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
5803.7
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
5765.4
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
5740.8
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
5725.1
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
5693.9
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
5679.5
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
5674.6
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
5652.7
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
5644.8
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
5637.2
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
5629.2
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
5578.6
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
5569.9
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
5551.1
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
5520.9
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
5508.5
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
5500.7
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
5500.6
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
5491.1
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
5466.7
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
5466.0
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
5454.0
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
5448.2
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
5446.6
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
5423.5
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
5415.8
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
5403.6
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
5372.5
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
5358.6
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
5355.7
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
5351.0
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
5348.9
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
5348.1
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
5341.5
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
5335.5
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
5307.2
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
5301.9
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
5301.5
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
5291.8
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
5256.3
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
5218.8
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
5214.4
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
5214.4
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
5210.7
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
5172.3
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
5160.9
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
5160.7
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
5157.2
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
5141.8
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
5139.1
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
5122.9
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
5105.9
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
5102.4
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
5097.1
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
5087.7
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
5064.3
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
5053.4
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
5049.7
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
5036.4
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
5033.1
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
5012.0
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
5003.1
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
4991.4
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
4981.7
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
4973.0
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
4971.1
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
4956.5
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
4941.5
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
4928.2
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
4917.2
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
4901.3
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
4898.4
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
4866.0
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
4849.5
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
4839.3
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
4836.8
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
4817.9
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
4789.3
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
4784.0
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
4776.8
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
4765.6
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
4745.4
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
4739.3
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
4733.4
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
4732.8
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
4697.3
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
4692.3
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
4684.1
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
4661.1
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
4654.3
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
4623.7
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
4619.0
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
4614.2
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
4612.4
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
4595.9
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
4589.3
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
4582.6
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
4573.9
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
4571.1
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
4560.5
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
4559.8
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
4545.3
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
4513.3
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
4510.0
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
4482.6
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
4478.5
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
4467.4
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
4454.9
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
4441.5
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
4429.8
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
4422.5
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
4422.2
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
4405.3
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
4399.6
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
4398.6
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
4395.3
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
4394.1
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
4387.0
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
4379.2
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
4376.3
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
4356.2
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
4355.7
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
4341.3
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
4321.1
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
4319.2
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
4318.2
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
4307.4
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
4297.3
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
4296.9
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
4288.7
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
4275.0
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
4265.1
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
4254.0
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
4246.5
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
4220.1
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
4213.6
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
4210.9
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
4205.3
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
4204.3
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
4198.6
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
4196.3
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
4176.9
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
4167.1
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
4163.0
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
4155.9
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
4145.5
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
4141.8
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
4124.8
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
4116.7
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
4114.0
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
4107.1
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
4102.9
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
4088.5
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
4087.7
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
4086.4
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
4083.2
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
4082.9
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
4077.8
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
4074.4
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
4074.3
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
4067.8
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
4064.6
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
4060.0
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
4024.7
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
4021.6
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
4021.6
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
4013.0
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
4001.8
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
3993.2
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
3984.9
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
3983.3
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
3978.2
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
3973.8
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
3971.8
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
3943.3
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
3935.0
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
3933.9
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
3928.5
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
3922.8
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
3912.8
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
3895.0
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
3894.0
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
3893.3
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
3890.8
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
3890.6
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
3876.4
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
3869.7
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
3863.2
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
3856.6
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
3847.8
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
3838.9
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
3836.2
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
3813.0
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
3796.5
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
3790.6
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
3789.0
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
3782.8
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
3760.8
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
3757.2
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
3740.4
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
3725.0
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
3723.1
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
3720.7
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
3717.4
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
3715.0
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
3713.2
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
3712.3
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
3703.5
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
3683.6
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
3679.6
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
3677.8
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
3668.0
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
3667.4
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
3665.9
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
3659.0
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
3657.6
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
3654.3
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
3646.6
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
3641.9
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
3639.9
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
3629.6
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
3612.3
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
3594.0
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
3564.0
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
3557.6
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
3553.6
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
3519.6
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
3517.6
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
3515.7
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
3515.3
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
3507.7
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
3498.3
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
3474.9
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
3473.4
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
3456.3
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
3453.2
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
3447.4
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
3447.3
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
3441.4
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
3430.4
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
3428.2
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
3417.1
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
3409.6
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
3400.8
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
3378.6
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
3374.0
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
3360.5
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
3354.3
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
3352.9
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
3346.6
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
3342.9
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
3333.9
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
3329.3
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
3318.7
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
3315.4
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
3311.4
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
3303.5
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
3296.6
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
3280.6
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
3249.9
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
3242.0
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
3241.0
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
3235.1
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
3232.6
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
3198.0
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
3192.8
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
3184.6
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
3180.7
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
3170.9
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
3169.0
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
3166.9
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
3162.9
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
3161.1
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
3148.1
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
3144.6
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
3142.1
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
3138.3
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
3133.6
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
3131.0
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
3116.0
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
3102.2
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
3093.2
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
3064.6
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
3064.4
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
3050.6
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
3040.4
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
3037.0
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
3026.9
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
3021.4
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
3020.7
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
3004.1
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
2997.3
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
2984.7
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
2983.7
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
2981.3
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
2977.1
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
2976.6
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
2974.3
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
2966.6
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
2949.5
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
2943.9
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
2935.6
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
2921.6
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
2915.3
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
2909.3
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
2872.6
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
2862.3
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
2848.4
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
2843.3
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
2840.1
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
2831.0
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
2827.7
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
2825.1
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
2822.9
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
2818.1
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
2814.4
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
2814.3
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
2794.1
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
2778.4
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
2769.1
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
2767.1
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
2758.8
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
2755.3
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
2741.2
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
2738.0
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
2729.4
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
2709.3
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
2706.8
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
2656.9
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
2656.3
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
2639.9
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
2638.1
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
2598.1
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
2596.9
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
2582.3
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
2567.7
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
2564.9
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
2561.0
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
2555.1
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
2538.9
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
2533.9
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
2527.5
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
2500.9
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
2493.7
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
2481.8
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
2456.1
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
2440.3
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
2414.2
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
2413.9
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
2408.5
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
2373.6
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
2324.4
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
2307.4
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
2303.4
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
2291.0
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
2254.6
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
2226.8
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
2159.4
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
2151.9
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
2129.5
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
2108.2
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
2104.6
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
2084.1
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
2069.4
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
2025.6
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
1987.9
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
1977.2
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
1964.6
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
1920.2
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
1833.9
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
1815.9
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
1741.2
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
1680.8
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
1657.7
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
1638.6
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
1267.3
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
1183.9
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0094350004
Tumor
1.0
CPT0195700003
Normal
1.0
CPT0195880003
Normal
0.8
CPT0245140003
Normal
0.8
CPT0013030003
Normal
0.7
CPT0169920003
Normal
0.6
CPT0199830003
Normal
0.6
CPT0242000004
Normal
0.6
CPT0199890003
Normal
0.6
CPT0245190003
Normal
0.6
CPT0196060003
Normal
0.6
CPT0223460003
Normal
0.6
CPT0235920003
Normal
0.6
CPT0163490003
Normal
0.5
CPT0177220003
Normal
0.5
CPT0220620003
Normal
0.4
C3N-01758-04
Normal
0.4
CPT0190850003
Tumor
0.4
CPT0094490004
Tumor
0.4
CPT0123280003
Normal
0.4
CPT0008520008
Tumor
0.3
CPT0163160003
Tumor
0.3
CPT0199880003
Tumor
0.3
CPT0196040003
Tumor
0.3
CPT0245060004
Tumor
0.3
CPT0127050003
Tumor
0.3
CPT0226450003
Normal
0.3
CPT0226400003
Normal
0.2
CPT0123180003
Tumor
0.2
CPT0245020003
Normal
0.2
CPT0013250003
Normal
0.2
CPT0163020003
Normal
0.2
CPT0011130005
Tumor
0.2
CPT0226030003
Tumor
0.2
C3N-04279-05
Normal
0.2
CPT0226340003
Tumor
0.2
CPT0177390003
Tumor
0.2
CPT0236850004
Tumor
0.1
CPT0194420003
Tumor
0.1
CPT0226090003
Normal
0.1
CPT0245450003
Tumor
0.1
CPT0095040003
Tumor
0.1
CPT0123190003
Normal
0.1
CPT0245600003
Tumor
0.1
CPT0013430003
Tumor
0.1
CPT0008630003
Tumor
0.1
CPT0245730003
Tumor
0.1
CPT0199700003
Tumor
0.1
CPT0163410003
Tumor
0.1
CPT0024810003
Tumor
0.1
CPT0194250003
Tumor
0.1
CPT0013460003
Normal
0.1
CPT0163480003
Tumor
0.1
CPT0199710003
Normal
0.1
CPT0237150003
Normal
0.1
CPT0246590003
Tumor
0.0
CPT0013210004
Tumor
0.0
CPT0278700002
Normal
0.0
CPT0094560004
Tumor
0.0
CPT0169640003
Tumor
0.0
CPT0226390003
Tumor
0.0
C3N-01859-04
Normal
0.0
CPT0256560003
Tumor
0.0
CPT0162890003
Tumor
0.0
CPT0236870003
Normal
0.0
CPT0236620003
Tumor
0.0
CPT0235460003
Tumor
0.0
CPT0241980004
Tumor
0.0
CPT0013000004
Tumor
0.0
CPT0223450003
Tumor
0.0
CPT0246670003
Tumor
0.0
CPT0281470002
Normal
0.0
CPT0245410003
Normal
0.0
CPT0237480004
Tumor
0.0
CPT0235470002
Normal
0.0
CPT0245550003
Tumor
0.0
CPT0195680003
Tumor
-0.1
CPT0169730003
Tumor
-0.1
CPT0011320003
Normal
-0.1
CPT0245300003
Tumor
-0.1
CPT0162940003
Tumor
-0.1
CPT0088410003
Tumor
-0.1
CPT0008960003
Normal
-0.1
CPT0190860003
Normal
-0.1
CPT0244890004
Tumor
-0.1
CPT0246540003
Tumor
-0.1
CPT0245010003
Tumor
-0.1
C3N-04276-06
Normal
-0.1
CPT0245630003
Tumor
-0.1
CPT0236640003
Normal
-0.1
CPT0094280004
Tumor
-0.1
CPT0177200003
Tumor
-0.1
CPT0169890003
Tumor
-0.1
CPT0169740004
Normal
-0.1
CPT0226130003
Tumor
-0.1
CPT0199820003
Tumor
-0.1
CPT0163170003
Normal
-0.1
CPT0196210003
Tumor
-0.1
CPT0194790003
Tumor
-0.1
CPT0248330003
Tumor
-0.1
CPT0248350003
Normal
-0.1
CPT0177010003
Tumor
-0.1
C3N-00857-05
Normal
-0.1
CPT0163430003
Normal
-0.1
CPT0163340003
Tumor
-0.1
CPT0245500003
Tumor
-0.1
CPT0008930003
Tumor
-0.1
CPT0226440003
Tumor
-0.1
CPT0226270003
Normal
-0.2
CPT0245460003
Normal
-0.2
CPT0163650003
Tumor
-0.2
CPT0088010003
Normal
-0.2
CPT0248520003
Tumor
-0.2
CPT0194260003
Normal
-0.2
CPT0163740003
Tumor
-0.2
CPT0237130004
Tumor
-0.2
CPT0229220002
Normal
-0.2
CPT0013130003
Tumor
-0.2
CPT0163610003
Normal
-0.2
CPT0226250004
Tumor
-0.2
CPT0088080003
Normal
-0.2
CPT0088060004
Tumor
-0.2
CPT0246620003
Tumor
-0.2
C3N-04275-05
Normal
-0.2
CPT0237500003
Normal
-0.2
C3N-00295-05
Normal
-0.2
CPT0177710003
Tumor
-0.2
CPT0245130003
Tumor
-0.2
CPT0226350003
Normal
-0.2
CPT0163250003
Normal
-0.2
CPT0084650004
Normal
-0.2
CPT0163720003
Normal
-0.2
CPT0244940004
Tumor
-0.2
CPT0207870004
Tumor
-0.2
CPT0163600003
Tumor
-0.2
CPT0123260003
Tumor
-0.2
CPT0201860004
Normal
-0.2
C3N-02693-06
Normal
-0.2
CPT0162990004
Tumor
-0.2
CPT0245230004
Tumor
-0.2
CPT0163530003
Tumor
-0.2
CPT0163240003
Tumor
-0.2
CPT0195860003
Tumor
-0.2
CPT0261520003
Tumor
-0.2
CPT0184530003
Tumor
-0.3
CPT0237640003
Normal
-0.3
CPT0176770003
Tumor
-0.3
CPT0011290003
Tumor
-0.3
CPT0220610003
Tumor
-0.3
CPT0245180003
Tumor
-0.3
CPT0245400003
Tumor
-0.3
CPT0194960003
Tumor
-0.3
CPT0094580003
Normal
-0.3
CPT0194800003
Normal
-0.3
CPT0163790003
Tumor
-0.3
CPT0094420004
Tumor
-0.3
CPT0223970003
Tumor
-0.3
CPT0222200003
Normal
-0.3
CPT0084630009
Tumor
-0.3
CPT0237620004
Tumor
-0.3
C3N-01620-05
Normal
-0.3
CPT0163840003
Tumor
-0.3
CPT0163910003
Tumor
-0.3
CPT0163800003
Normal
-0.3
CPT0087820003
Tumor
-0.3
CPT0222360003
Tumor
-0.3
CPT0235910003
Tumor
-0.4
CPT0088430003
Normal
-0.4
CPT0245350003
Tumor
-0.4
CPT0243140004
Normal
-0.4
CPT0245560003
Normal
-0.4
CPT0163090003
Tumor
-0.4
CPT0087990003
Tumor
-0.5
CPT0250310003
Tumor
-0.5
CPT0222180003
Tumor
-0.5
CPT0201830004
Tumor
-0.5
CPT0163860003
Normal
-0.5
CPT0243090003
Tumor
-0.5
CPT0245680003
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.