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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.
S100A2 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 TPM
5836.1
Number of samples
492
Samples
Sample
Description
TPM
TCGA-HD-A6I0-01A
0 years, male, white, stage:Stage IVA, alive, 210 days
30233.9
TCGA-IQ-A61G-01A
0 years, male, white, stage:Stage IVA, alive, 360 days
25317.8
TCGA-CV-A45Q-01A
0 years, female, white, stage:'--, dead, 5152 days
25216.1
TCGA-D6-A6EN-01A
0 years, male, white, stage:Stage III, alive, 687 days
23930.1
TCGA-F7-A622-01A
0 years, male, white, stage:Stage III, dead, 359 days
20012.2
TCGA-CV-A6JT-01A
0 years, male, white, stage:Stage II, alive, 852 days
19531.3
TCGA-CV-A6K1-01A
0 years, male, white, stage:Stage IVA, alive, 685 days
19223.0
TCGA-UF-A7JV-01A
0 years, female, white, stage:Stage IVA, dead, 90 days
19070.6
TCGA-BA-A6DA-01A
0 years, female, white, stage:Stage IVA, alive, 351 days
18466.0
TCGA-CV-A6JN-01A
0 years, male, white, stage:'--, alive, 906 days
17778.3
TCGA-P3-A6T0-01A
0 years, female, white, stage:Stage IVA, alive, 578 days
17475.2
TCGA-QK-A6IJ-01A
0 years, male, white, stage:Stage III, alive, 387 days
17366.6
TCGA-HD-A633-01A
0 years, male, white, stage:Stage IVA, alive, 421 days
17185.2
TCGA-D6-A6EM-01A
0 years, female, white, stage:Stage III, alive, 232 days
17137.2
TCGA-CN-4727-01A
0 years, male, white, stage:Stage IVA, alive, 1560 days
17100.9
TCGA-BA-4074-01A
0 years, male, white, stage:Stage IVA, dead, 462 days
16771.6
TCGA-MZ-A7D7-01A
0 years, male, white, stage:Stage IVA, alive, 547 days
16272.1
TCGA-T2-A6WX-01A
0 years, female, white, stage:'--, dead, 209 days
15823.3
TCGA-P3-A6T2-01A
0 years, male, white, stage:Stage IVA, alive, 2298 days
15639.6
TCGA-CN-A63V-01A
0 years, male, white, stage:Stage IVA, alive, 679 days
15490.1
TCGA-BB-A6UO-01A
0 years, female, white, stage:Stage IVA, dead, 268 days
15279.5
TCGA-CQ-A4CB-01A
0 years, male, stage:Stage III, alive, 893 days
14804.4
TCGA-HL-7533-01A
0 years, male, white, stage:'--, alive, 1057 days
14689.3
TCGA-BB-A5HU-01A
0 years, male, white, stage:Stage IVA, alive, 782 days
14358.8
TCGA-T2-A6WZ-01A
0 years, male, white, stage:'--, dead, 484 days
14254.2
TCGA-D6-A6EQ-01A
0 years, male, white, stage:Stage IVA, alive, 368 days
14244.3
TCGA-TN-A7HJ-01A
0 years, male, white, stage:Stage IVA, alive, 403 days
14230.8
TCGA-D6-A6EK-01A
0 years, male, white, stage:Stage III, alive, 875 days
13850.9
TCGA-BA-7269-01A
0 years, male, white, stage:Stage III, alive, 1273 days
13622.8
TCGA-QK-A6IH-01A
0 years, female, white, stage:Stage IVB, alive, 653 days
13598.9
TCGA-IQ-A61E-01A
0 years, female, white, stage:Stage III, alive, 1147 days
13524.3
TCGA-BA-A6DL-01A
0 years, male, white, stage:'--, alive, 623 days
13423.7
TCGA-CV-A6JM-01A
0 years, male, white, stage:'--, dead, 194 days
13308.9
TCGA-CQ-A4CD-01A
0 years, male, white, stage:Stage IVA, alive, 1022 days
13225.2
TCGA-BA-A6DJ-01A
0 years, male, asian, stage:Stage IVA, dead, 407 days
13133.3
TCGA-CN-4734-01A
0 years, male, white, stage:Stage II, alive, 1690 days
13055.5
TCGA-BB-8601-01A
0 years, male, black or african american, stage:Stage III, alive, 624 days
12991.8
TCGA-CQ-5324-01A
0 years, male, white, stage:Stage III, alive, 1593 days
12889.1
TCGA-UF-A7JT-01A
0 years, female, white, stage:Stage IVA, dead, 993 days
12845.2
TCGA-BA-A6DI-01A
0 years, male, black or african american, stage:'--, dead, 336 days
12838.9
TCGA-CV-5976-01A
0 years, male, white, stage:Stage IVA, alive, 1478 days
12810.4
TCGA-P3-A5Q6-01A
0 years, male, white, stage:Stage IVA, dead, 480 days
12609.1
TCGA-CV-7432-01A
0 years, male, white, stage:Stage II, dead, 2570 days
12411.8
TCGA-HD-7753-01A
0 years, male, black or african american, stage:Stage I, alive, 866 days
12376.5
TCGA-CV-A6JE-01A
0 years, male, white, stage:'--, alive, 1075 days
12268.6
TCGA-F7-A50J-01A
0 years, female, white, stage:Stage III, alive, 947 days
12244.7
TCGA-MT-A51W-01A
0 years, female, white, stage:Stage I, alive, 437 days
12109.1
TCGA-H7-8501-01A
0 years, male, white, stage:Stage IVA, alive, 461 days
12108.7
TCGA-CR-6491-01A
0 years, male, black or african american, stage:Stage IVA, alive, 693 days
12099.6
TCGA-CN-A642-01A
0 years, male, white, stage:Stage IVB, dead, 82 days
12025.8
TCGA-CV-6436-01A
0 years, male, white, stage:Stage IVA, alive, 1899 days
12008.8
TCGA-D6-A6ES-01A
0 years, male, white, stage:Stage IVA, alive, 389 days
11949.2
TCGA-MT-A67F-01A
0 years, female, white, stage:Stage IVA, alive, 384 days
11908.9
TCGA-CV-6938-01A
0 years, male, white, stage:Stage II, dead, 144 days
11893.4
TCGA-P3-A6T8-01A
0 years, male, white, stage:Stage IVA, alive, 400 days
11509.5
TCGA-UF-A71D-01A
0 years, female, white, stage:Stage IVA, alive, 1461 days
11491.5
TCGA-F7-A50I-01A
0 years, male, white, stage:Stage IVA, alive, 92 days
11477.0
TCGA-CV-7102-01A
0 years, female, white, stage:Stage IVA, dead, 56 days
11380.4
TCGA-P3-A6T3-01A
0 years, male, white, stage:Stage IVA, dead, 577 days
11291.2
TCGA-CV-7423-01A
0 years, male, white, stage:Stage II, dead, 3059 days
11093.9
TCGA-BA-6872-01A
0 years, male, white, stage:'--, dead, 384 days
11043.1
TCGA-BA-6869-01A
0 years, male, white, stage:Stage III, alive, 644 days
10735.3
TCGA-CV-6936-01A
0 years, male, white, stage:Stage IVA, dead, 166 days
10582.9
TCGA-CV-7089-01A
0 years, male, white, stage:Stage IVA, dead, 1972 days
10148.2
TCGA-H7-A6C4-01A
0 years, female, white, stage:Stage IVA, dead, 414 days
10139.7
TCGA-CV-7252-01A
0 years, female, black or african american, stage:Stage IVA, dead, 151 days
10093.2
TCGA-HD-7229-01A
0 years, male, white, stage:Stage IVA, alive, 1027 days
10084.3
TCGA-CN-5369-01A
0 years, female, white, stage:Stage IVA, dead, 1 days
10003.7
TCGA-CQ-7063-01A
0 years, female, white, stage:Stage I, alive, 2133 days
9915.9
TCGA-CR-6493-01A
0 years, male, black or african american, stage:Stage IVA, dead, 282 days
9830.5
TCGA-CQ-5327-01A
0 years, female, asian, stage:Stage IVA, alive, 1660 days
9806.7
TCGA-QK-A6II-01A
0 years, male, white, stage:Stage IVA, dead, 284 days
9789.8
TCGA-CR-7395-01A
0 years, female, white, stage:Stage II, alive, 930 days
9730.1
TCGA-D6-A74Q-01A
0 years, male, white, stage:Stage IVA, alive, 710 days
9648.1
TCGA-CN-5356-01A
0 years, male, white, stage:Stage III, alive, 1409 days
9562.4
TCGA-CV-6945-01A
0 years, male, white, stage:Stage IVA, dead, 366 days
9536.5
TCGA-BA-A6DD-01A
0 years, male, black or african american, stage:Stage IVA, dead, 173 days
9472.0
TCGA-CV-7253-01A
0 years, male, black or african american, stage:Stage IVA, dead, 361 days
9450.3
TCGA-BA-6873-01A
0 years, male, white, stage:Stage IVA, alive, 122 days
9441.3
TCGA-F7-A61V-01A
0 years, male, white, stage:Stage II, alive, 759 days
9433.5
TCGA-HD-8634-01A
0 years, female, white, stage:Stage I, dead, 385 days
9309.0
TCGA-CQ-A4C6-01A
0 years, male, asian, stage:Stage II, alive, 1353 days
9100.1
TCGA-BA-A4IG-01A
0 years, male, white, stage:'--, alive, 855 days
9051.9
TCGA-CN-A63W-01A
0 years, female, white, stage:Stage IVA, dead, 377 days
8979.5
TCGA-CN-A499-01A
0 years, female, white, stage:Stage II, alive, 717 days
8979.1
TCGA-CN-5365-01A
0 years, male, white, stage:Stage IVB, dead, 351 days
8919.5
TCGA-CN-6998-01A
0 years, male, white, stage:Stage IVA, dead, 357 days
8907.1
TCGA-QK-A64Z-01A
0 years, female, white, stage:Stage IVA, dead, 641 days
8858.9
TCGA-IQ-A6SG-01A
0 years, female, white, stage:Stage III, alive, 579 days
8830.9
TCGA-T3-A92N-01A
0 years, male, black or african american, stage:Stage IVA, dead, 95 days
8820.7
TCGA-CV-5979-01A
0 years, male, white, stage:Stage IVA, alive, 1315 days
8721.5
TCGA-CV-7247-01A
0 years, male, white, stage:Stage III, dead, 577 days
8721.3
TCGA-CV-A6JD-01A
0 years, female, white, stage:'--, dead, 182 days
8708.7
TCGA-DQ-7588-01A
0 years, male, white, stage:'--, dead, 427 days
8673.1
TCGA-T2-A6X2-01A
0 years, male, white, stage:Stage III, alive, 987 days
8601.7
TCGA-CV-7245-01A
0 years, male, white, stage:Stage IVA, alive, 797 days
8504.6
TCGA-P3-A5QF-01A
0 years, male, white, stage:Stage IVA, dead, 330 days
8483.5
TCGA-BA-4075-01A
0 years, male, black or african american, stage:Stage III, dead, 283 days
8477.4
TCGA-CV-A6JU-01A
0 years, female, white, stage:Stage IVB, alive, 110 days
8447.1
TCGA-CQ-7069-01A
0 years, female, white, stage:Stage II, alive, 1274 days
8445.6
TCGA-CR-6492-01A
0 years, male, white, stage:Stage III, alive, 479 days
8437.8
TCGA-F7-A61S-01A
0 years, male, white, stage:Stage III, alive, 576 days
8359.1
TCGA-BA-4076-01A
0 years, male, white, stage:'--, dead, 415 days
8342.8
TCGA-CV-7236-01A
0 years, female, white, stage:Stage IVA, dead, 144 days
8337.6
TCGA-F7-8489-01A
0 years, male, white, stage:Stage II, alive, 658 days
8289.7
TCGA-P3-A6T7-01A
0 years, male, white, stage:Stage IVA, dead, 487 days
8274.7
TCGA-CV-A6K2-01A
0 years, male, white, stage:Stage IVA, dead, 317 days
8274.7
TCGA-D6-6517-01A
0 years, male, white, stage:Stage III, alive, 292 days
8272.9
TCGA-CN-5374-01A
0 years, female, white, stage:Stage IVA, dead, 1732 days
8209.8
TCGA-UF-A71E-01A
0 years, male, white, stage:Stage IVA, dead, 1504 days
8145.6
TCGA-CV-7434-01A
0 years, male, white, stage:Stage IVA, dead, 218 days
8139.1
TCGA-F7-A61W-01A
0 years, male, asian, stage:Stage IVA, alive, 14 days
8102.0
TCGA-CV-5432-01A
0 years, male, white, stage:Stage III, alive, 3930 days
8064.9
TCGA-BB-A6UM-01A
0 years, male, white, stage:Stage III, alive, 393 days
8052.6
TCGA-CR-5247-01A
0 years, male, black or african american, stage:'--, alive, 358 days
8002.7
TCGA-CV-7183-01A
0 years, male, white, stage:Stage II, alive, 3981 days
7929.2
TCGA-BA-A6DG-01A
0 years, male, white, stage:'--, dead, 69 days
7850.9
TCGA-IQ-A6SH-01A
0 years, male, black or african american, stage:Stage III, alive, 471 days
7838.7
TCGA-CR-7373-01A
0 years, male, white, stage:Stage IVA, alive, 889 days
7817.9
TCGA-BA-A6D8-01A
0 years, male, black or african american, stage:Stage IVA, alive, 850 days
7797.2
TCGA-CV-7090-01A
0 years, male, white, stage:Stage II, alive, 5252 days
7791.7
TCGA-CV-7180-01A
0 years, male, white, stage:Stage II, dead, 327 days
7698.6
TCGA-CV-5977-01A
0 years, male, white, stage:Stage IVA, alive, 1840 days
7679.4
TCGA-CQ-7071-01A
0 years, female, white, stage:Stage III, alive, 1311 days
7579.8
TCGA-UF-A718-01A
0 years, male, white, stage:Stage IVA, alive, 1971 days
7572.3
TCGA-CQ-7068-01A
0 years, female, white, stage:Stage II, alive, 1309 days
7557.3
TCGA-CQ-7065-01A
0 years, male, asian, stage:Stage II, alive, 1628 days
7533.3
TCGA-CV-6940-01A
0 years, female, white, stage:Stage III, dead, 804 days
7479.8
TCGA-CV-6960-01A
0 years, male, black or african american, stage:Stage III, dead, 862 days
7477.3
TCGA-BA-5151-01A
0 years, male, white, stage:Stage IVA, alive, 722 days
7410.3
TCGA-CR-7369-01A
0 years, male, white, stage:Stage IVA, dead, 1090 days
7385.9
TCGA-CQ-5334-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
7307.1
TCGA-H7-8502-01A
0 years, male, white, stage:Stage IVA, alive, 458 days
7305.5
TCGA-D6-6823-01A
0 years, male, white, stage:Stage II, alive, 701 days
7244.1
TCGA-CV-7091-01A
0 years, male, white, stage:Stage I, alive, 3381 days
7230.0
TCGA-F7-8298-01A
0 years, male, white, stage:Stage I, alive, 995 days
7216.3
TCGA-CN-4730-01A
0 years, male, white, stage:Stage IVA, alive, 817 days
7213.9
TCGA-UF-A7J9-01A
0 years, male, white, stage:Stage IVA, alive, 1358 days
7207.3
TCGA-CV-6942-01A
0 years, female, white, stage:Stage II, alive, 4282 days
7156.8
TCGA-BA-A6DE-01A
0 years, female, white, stage:Stage II, alive, 440 days
7142.1
TCGA-QK-A8ZA-01A
0 years, male, black or african american, stage:'--, dead, 371 days
7105.2
TCGA-CR-7390-01A
0 years, male, white, stage:Stage IVA, alive, 1508 days
7082.1
TCGA-CV-6003-01A
0 years, female, white, stage:Stage III, alive, 1665 days
7056.3
TCGA-CV-7255-01A
0 years, female, white, stage:Stage IVA, dead, 64 days
7034.4
TCGA-P3-A6T5-01A
0 years, female, white, stage:Stage IVA, dead, 882 days
7000.0
TCGA-CN-A63T-01A
0 years, male, white, stage:Stage IVA, alive, 225 days
6964.6
TCGA-KU-A6H7-01A
0 years, female, white, stage:Stage IVA, alive, 586 days
6942.5
TCGA-CV-6953-01A
0 years, female, white, stage:Stage III, dead, 1641 days
6936.9
TCGA-CQ-5326-01A
0 years, male, white, stage:Stage IVA, dead, 89 days
6907.2
TCGA-UF-A7JF-01A
0 years, male, white, stage:Stage IVA, alive, 1686 days
6882.4
TCGA-D6-A4Z9-01A
0 years, male, white, stage:Stage IVA, alive, 539 days
6847.4
TCGA-CV-5442-01A
0 years, female, white, stage:Stage IVA, alive, 2327 days
6845.1
TCGA-F7-A620-01A
0 years, male, white, stage:Stage III, alive, 543 days
6830.0
TCGA-CQ-5331-01A
0 years, female, white, stage:'--, alive, 1399 days
6820.9
TCGA-UF-A7JS-01A
0 years, male, white, stage:Stage IVA, dead, 680 days
6782.5
TCGA-CV-7427-01A
0 years, female, white, stage:Stage II, dead, 4760 days
6779.7
TCGA-IQ-7632-01A
0 years, female, white, stage:Stage IVA, alive, 441 days
6743.3
TCGA-BA-5555-01A
0 years, male, black or african american, stage:Stage IVA, alive, 520 days
6712.4
TCGA-CN-4725-01A
0 years, male, white, stage:Stage II, alive, 1157 days
6663.6
TCGA-CR-6474-01A
0 years, male, white, stage:Stage IVA, dead, 564 days
6662.7
TCGA-QK-A6IG-01A
0 years, male, white, stage:Stage III, dead, 222 days
6598.0
TCGA-BA-A4II-01A
0 years, male, white, stage:Stage II, alive, 918 days
6572.6
TCGA-CV-7100-01A
0 years, male, white, stage:Stage III, dead, 274 days
6548.6
TCGA-UF-A71B-01A
0 years, male, white, stage:Stage IVA, alive, 1506 days
6527.6
TCGA-IQ-A61J-01A
0 years, male, white, stage:Stage IVA, alive, 1021 days
6456.9
TCGA-CN-A498-01A
0 years, female, white, stage:Stage III, dead, 773 days
6396.4
TCGA-CV-6950-01A
0 years, male, white, stage:Stage IVA, dead, 459 days
6394.0
TCGA-CQ-A4CH-01A
0 years, male, asian, stage:Stage II, dead, 379 days
6349.1
TCGA-BA-A6DB-01A
0 years, female, white, stage:Stage I, alive, 216 days
6344.0
TCGA-CV-7099-01A
0 years, female, white, stage:Stage II, dead, 243 days
6339.0
TCGA-CV-7435-01A
0 years, female, white, stage:Stage IVA, dead, 4680 days
6295.3
TCGA-CN-5364-01A
0 years, male, white, stage:Stage IVA, dead, 493 days
6285.5
TCGA-P3-A6SX-01A
0 years, male, white, stage:Stage III, dead, 1430 days
6280.2
TCGA-CV-6952-01A
0 years, female, white, stage:Stage IVA, dead, 185 days
6257.4
TCGA-CV-7250-01A
0 years, male, white, stage:Stage IVA, dead, 2900 days
6245.8
TCGA-CN-5367-01A
0 years, female, white, stage:Stage IVA, dead, 352 days
6204.2
TCGA-CV-6933-01A
0 years, male, white, stage:Stage III, dead, 2741 days
6196.7
TCGA-D6-8568-01A
0 years, male, white, stage:Stage II, alive, 759 days
6171.5
TCGA-CQ-5333-01A
0 years, male, white, stage:Stage II, dead, 341 days
6129.0
TCGA-C9-A480-01A
0 years, female, asian, stage:Stage III, alive, 386 days
6101.9
TCGA-CV-A45P-01A
0 years, female, white, stage:Stage I, alive, 639 days
6057.1
TCGA-CX-7086-01A
0 years, male, black or african american, stage:Stage III, alive, 573 days
6009.1
TCGA-BA-5556-01A
0 years, female, white, stage:Stage II, alive, 725 days
5979.7
TCGA-CV-5966-01A
0 years, female, white, stage:Stage IVA, dead, 545 days
5962.7
TCGA-CN-5361-01A
0 years, male, white, stage:Stage IVA, dead, 2120 days
5944.5
TCGA-HD-A4C1-01A
0 years, female, black or african american, stage:Stage IVA, alive, 11 days
5941.5
TCGA-CR-7397-01A
0 years, male, white, stage:Stage IVA, alive, 754 days
5912.9
TCGA-HD-7832-01A
0 years, male, white, stage:Stage IVA, alive, 836 days
5896.1
TCGA-CR-6473-01A
0 years, male, white, stage:'--, alive, 1125 days
5833.5
TCGA-CR-7382-01A
0 years, male, white, stage:Stage IVA, alive, 796 days
5773.2
TCGA-CN-5355-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1278 days
5766.7
TCGA-CV-5434-01A
0 years, male, black or african american, stage:Stage IVA, dead, 3314 days
5766.5
TCGA-CQ-6220-01A
0 years, male, white, stage:Stage III, dead, 985 days
5745.6
TCGA-CX-7082-01A
0 years, male, white, stage:Stage IVA, dead, 11 days
5733.3
TCGA-DQ-5631-01A
0 years, male, white, stage:'--, dead, 548 days
5722.0
TCGA-CV-A45Y-01A
0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
5716.6
TCGA-CQ-6229-01A
0 years, male, white, stage:Stage II, alive, 1179 days
5703.5
TCGA-BA-A8YP-01A
0 years, male, black or african american, stage:Stage IVB, alive, 499 days
5699.8
TCGA-CV-A461-01A
0 years, male, white, stage:'--, dead, 2064 days
5620.4
TCGA-DQ-5629-01A
0 years, male, white, stage:'--, dead, 941 days
5599.3
TCGA-MT-A67A-01A
0 years, female, white, stage:Stage I, alive, 914 days
5572.6
TCGA-CR-7383-01A
0 years, female, white, stage:Stage I, dead, 521 days
5569.2
TCGA-CV-6961-01A
0 years, male, white, stage:Stage II, dead, 76 days
5564.8
TCGA-CV-6951-01A
0 years, male, white, stage:Stage IVA, dead, 915 days
5562.8
TCGA-MT-A67D-01A
0 years, male, white, stage:Stage II, alive, 56 days
5552.4
TCGA-BB-8596-01A
0 years, female, white, stage:Stage IVA, alive, 2161 days
5538.8
TCGA-DQ-5630-01A
0 years, male, white, stage:'--, alive, 1030 days
5538.8
TCGA-DQ-5624-01A
0 years, female, white, stage:'--, alive, 1778 days
5526.7
TCGA-CV-A45T-01A
0 years, female, white, stage:'--, dead, 4856 days
5526.4
TCGA-CV-7095-01A
0 years, female, stage:Stage II, dead, 572 days
5482.9
TCGA-CN-4722-01A
0 years, female, white, stage:Stage II, alive, 1483 days
5474.5
TCGA-CV-6959-01A
0 years, male, white, stage:Stage III, dead, 256 days
5470.5
TCGA-CR-6477-01A
0 years, female, white, stage:'--, alive, 514 days
5468.4
TCGA-IQ-7630-01A
0 years, male, white, stage:Stage II, alive, 485 days
5442.8
TCGA-CN-6011-01A
0 years, male, white, stage:Stage IVA, alive, 933 days
5427.3
TCGA-CV-7261-01A
0 years, male, white, stage:Stage IVA, alive, 1512 days
5413.7
TCGA-CN-4738-01A
0 years, male, white, stage:Stage IVA, dead, 436 days
5377.1
TCGA-MT-A51X-01A
0 years, male, white, stage:Stage IVA, alive, 242 days
5338.7
TCGA-CQ-6227-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
5325.5
TCGA-CN-A49C-01A
0 years, male, white, stage:'--, alive, 645 days
5319.2
TCGA-TN-A7HL-01A
0 years, male, white, stage:Stage IVA, alive, 619 days
5313.4
TCGA-P3-A5QA-01A
0 years, male, stage:Stage I, alive, 2182 days
5237.9
TCGA-CV-A468-01A
0 years, male, stage:Stage IVA, dead, 464 days
5214.0
TCGA-CN-A641-01A
0 years, male, white, stage:Stage IVA, alive, 367 days
5206.6
TCGA-D6-A6EO-01A
0 years, male, white, stage:Stage IVA, alive, 759 days
5199.1
TCGA-F7-A623-01A
0 years, male, white, stage:Stage IVA, alive, 616 days
5143.0
TCGA-CV-5435-01A
0 years, male, white, stage:Stage IVA, dead, 2319 days
5084.6
TCGA-CN-4726-01A
0 years, male, white, stage:Stage IVA, dead, 142 days
5072.5
TCGA-CN-5366-01A
0 years, male, white, stage:Stage IVA, dead, 360 days
5067.4
TCGA-CV-5441-01A
0 years, male, white, stage:Stage IVA, alive, 2886 days
5053.0
TCGA-CR-7380-01A
0 years, male, white, stage:Stage IVB, dead, 606 days
5028.6
TCGA-F7-A50G-01A
0 years, male, white, stage:Stage III, alive, 616 days
5000.4
TCGA-CR-7385-01A
0 years, male, white, stage:'--, alive, 997 days
4996.7
TCGA-CV-7438-01A
0 years, female, white, stage:Stage I, dead, 194 days
4991.2
TCGA-WA-A7H4-01A
0 years, male, white, stage:Stage II, alive, 443 days
4990.7
TCGA-P3-A6T4-01A
0 years, male, white, stage:Stage IVA, dead, 62 days
4989.0
TCGA-CN-6013-01A
0 years, male, white, stage:Stage IVA, dead, 727 days
4988.3
TCGA-HD-A6HZ-01A
0 years, female, white, stage:Stage III, alive, 111 days
4982.6
TCGA-CV-5440-01A
0 years, male, white, stage:Stage IVA, alive, 3270 days
4975.6
TCGA-CQ-5330-01A
0 years, female, white, stage:Stage IVA, alive, 1897 days
4953.3
TCGA-RS-A6TP-01A
0 years, male, white, stage:Stage II, alive, 516 days
4921.2
TCGA-CV-7425-01A
0 years, female, white, stage:Stage III, dead, 1718 days
4891.1
TCGA-MZ-A6I9-01A
0 years, male, white, stage:'--, dead, 489 days
4890.7
TCGA-P3-A6T6-01A
0 years, male, white, stage:Stage IVA, dead, 395 days
4884.4
TCGA-UF-A7JH-01A
0 years, male, black or african american, stage:Stage IVA, alive, 896 days
4878.0
TCGA-CQ-A4CG-01A
0 years, female, white, stage:Stage III, dead, 430 days
4871.9
TCGA-CV-7101-01A
0 years, male, white, stage:Stage II, dead, 160 days
4845.9
TCGA-CV-A6JZ-01A
0 years, male, white, stage:Stage II, alive, 714 days
4829.1
TCGA-CV-A45V-01A
0 years, female, white, stage:Stage IVA, dead, 32 days
4820.5
TCGA-CV-A464-01A
0 years, male, white, stage:Stage III, alive, 1722 days
4790.4
TCGA-CQ-6219-01A
0 years, female, white, stage:Stage IVA, dead, 479 days
4767.1
TCGA-CQ-6224-01A
0 years, male, white, stage:Stage IVA, alive, 1721 days
4736.4
TCGA-CN-6020-01A
0 years, male, black or african american, stage:Stage III, dead, 205 days
4683.1
TCGA-CN-A6V3-01A
0 years, male, white, stage:Stage IVA, alive, 742 days
4676.5
TCGA-CV-A45U-01A
0 years, male, white, stage:Stage IVA, dead, 1079 days
4672.0
TCGA-HD-8635-01A
0 years, female, white, stage:Stage III, alive, 695 days
4671.6
TCGA-D6-8569-01A
0 years, male, white, stage:Stage II, alive, 770 days
4662.4
TCGA-CV-7178-01A
0 years, female, white, stage:Stage IVA, dead, 2166 days
4625.7
TCGA-BB-A5HZ-01A
0 years, male, white, stage:Stage IVA, alive, 827 days
4624.5
TCGA-UF-A7JK-01A
0 years, male, stage:Stage IVA, dead, 424 days
4604.2
TCGA-BA-5558-01A
0 years, male, white, stage:'--, alive, 1995 days
4598.8
TCGA-CV-A465-01A
0 years, male, white, stage:Stage III, dead, 215 days
4587.9
TCGA-CR-7365-01A
0 years, male, white, stage:Stage IVA, alive, 1191 days
4587.2
TCGA-IQ-A61H-01A
0 years, male, white, stage:Stage II, alive, 1138 days
4544.6
TCGA-CV-A463-01A
0 years, female, white, stage:Stage IVA, dead, 23 days
4541.7
TCGA-CQ-5332-01A
0 years, male, white, stage:Stage III, dead, 317 days
4503.7
TCGA-CV-5436-01A
0 years, male, stage:Stage IVA, dead, 584 days
4482.8
TCGA-CV-7415-01A
0 years, male, white, stage:Stage IVA, dead, 695 days
4448.8
TCGA-BA-5152-01A
0 years, male, white, stage:Stage IVA, alive, 1288 days
4448.6
TCGA-C9-A47Z-01A
0 years, female, asian, stage:Stage III, dead, 191 days
4432.6
TCGA-CR-7379-01A
0 years, female, white, stage:Stage IVA, alive, 1036 days
4427.4
TCGA-CN-5363-01A
0 years, male, black or african american, stage:Stage IVB, dead, 253 days
4410.5
TCGA-CR-7377-01A
0 years, male, white, stage:Stage IVA, dead, 279 days
4406.8
TCGA-CV-7177-01A
0 years, female, white, stage:Stage II, dead, 663 days
4384.5
TCGA-CQ-5325-01A
0 years, male, white, stage:Stage I, dead, 654 days
4381.8
TCGA-BB-4227-01A
0 years, male, white, stage:Stage IVA, alive, 134 days
4365.8
TCGA-CV-7407-01A
0 years, female, white, stage:Stage II, dead, 1081 days
4351.5
TCGA-CR-7370-01A
0 years, female, white, stage:'--, alive, 105 days
4351.2
TCGA-CN-A49B-01A
0 years, male, white, stage:Stage III, alive, 904 days
4349.1
TCGA-UP-A6WW-01A
0 years, male, white, stage:'--, alive, 518 days
4332.2
TCGA-CQ-6223-01A
0 years, male, white, stage:Stage II, alive, 1428 days
4305.0
TCGA-QK-A6VC-01A
0 years, female, black or african american, stage:Stage IVA, alive, 600 days
4291.0
TCGA-CR-5249-01A
0 years, female, white, stage:Stage II, alive, 1152 days
4252.2
TCGA-CQ-6218-01A
0 years, female, white, stage:Stage IVA, alive, 1253 days
4249.2
TCGA-D6-6825-01A
0 years, male, white, stage:Stage I, alive, 491 days
4225.9
TCGA-UF-A7JC-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
4201.6
TCGA-CN-4731-01A
0 years, female, white, stage:Stage IVA, dead, 998 days
4181.2
TCGA-T2-A6X0-01A
0 years, male, white, stage:'--, alive, 216 days
4160.7
TCGA-CQ-6228-01A
0 years, female, white, stage:Stage IVA, dead, 456 days
4135.1
TCGA-CV-7428-01A
0 years, male, white, stage:Stage IVA, dead, 1671 days
4119.6
TCGA-CV-7413-01A
0 years, female, white, stage:Stage II, dead, 294 days
4107.0
TCGA-UF-A7JO-01A
0 years, female, white, stage:Stage IVA, dead, 631 days
4101.3
TCGA-CV-A45X-01A
0 years, male, white, stage:Stage IVA, dead, 198 days
4060.8
TCGA-CV-A6JY-01A
0 years, male, white, stage:Stage IVA, alive, 646 days
4038.1
TCGA-CN-6024-01A
0 years, male, white, stage:Stage IVA, dead, 337 days
4017.3
TCGA-CV-7238-01A
0 years, female, white, stage:Stage II, alive, 2727 days
4016.6
TCGA-CX-7219-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1045 days
4014.1
TCGA-CQ-5329-01A
0 years, female, white, stage:Stage II, alive, 2143 days
4010.1
TCGA-CV-7422-01A
0 years, female, white, stage:Stage IVA, dead, 1037 days
3955.1
TCGA-CV-7235-01A
0 years, male, white, stage:Stage II, alive, 2347 days
3912.2
TCGA-CR-6478-01A
0 years, female, white, stage:'--, dead, 183 days
3899.0
TCGA-UF-A719-01A
0 years, male, stage:Stage II, alive, 1663 days
3887.8
TCGA-CQ-A4C9-01A
0 years, male, stage:Stage III, alive, 707 days
3883.6
TCGA-CQ-5323-01A
0 years, male, white, stage:Stage I, alive, 1466 days
3873.3
TCGA-CV-7437-01A
0 years, male, stage:Stage II, dead, 506 days
3869.8
TCGA-CV-6941-01A
0 years, male, white, stage:Stage III, dead, 342 days
3853.4
TCGA-CQ-A4C7-01A
0 years, male, white, stage:Stage III, dead, 353 days
3850.2
TCGA-D6-A4ZB-01A
0 years, male, white, stage:Stage III, alive, 376 days
3844.0
TCGA-CV-7411-01A
0 years, female, white, stage:Stage IVA, dead, 2717 days
3840.6
TCGA-CV-6943-01A
0 years, male, white, stage:Stage III, dead, 602 days
3830.8
TCGA-CV-5970-01A
0 years, male, white, stage:Stage IVA, dead, 406 days
3829.7
TCGA-CN-5359-01A
0 years, male, white, stage:Stage IVA, dead, 377 days
3806.5
TCGA-CV-7097-01A
0 years, male, white, stage:Stage II, dead, 385 days
3796.2
TCGA-CV-7429-01A
0 years, male, white, stage:Stage IVA, dead, 107 days
3794.8
TCGA-CN-6010-01A
0 years, male, white, stage:Stage IVA, alive, 1523 days
3789.3
TCGA-CV-A45R-01A
0 years, male, white, stage:Stage III, alive, 5480 days
3782.2
TCGA-D6-6826-01A
0 years, female, white, stage:Stage IVA, dead, 348 days
3774.8
TCGA-CR-6488-01A
0 years, female, white, stage:Stage II, alive, 379 days
3752.4
TCGA-CV-A45Z-01A
0 years, male, white, stage:'--, dead, 1466 days
3668.6
TCGA-CN-4741-01A
0 years, male, white, stage:Stage IVA, alive, 2239 days
3620.0
TCGA-CQ-A4CI-01A
0 years, male, white, stage:Stage III, alive, 950 days
3618.9
TCGA-CN-A49A-01A
0 years, male, white, stage:Stage IVB, dead, 526 days
3615.1
TCGA-CR-7368-01A
0 years, male, white, stage:Stage IVA, alive, 1245 days
3610.6
TCGA-CN-A6V7-01A
0 years, male, white, stage:Stage IVA, alive, 594 days
3609.2
TCGA-CN-6989-01A
0 years, male, white, stage:Stage IVA, dead, 980 days
3602.9
TCGA-CV-6934-01A
0 years, female, white, stage:Stage IVA, dead, 65 days
3533.6
TCGA-CV-7242-01A
0 years, female, white, stage:Stage II, alive, 1095 days
3499.0
TCGA-QK-A652-01A
0 years, male, white, stage:Stage III, alive, 645 days
3463.6
TCGA-CQ-6225-01A
0 years, male, white, stage:Stage III, dead, 403 days
3437.5
TCGA-CN-6994-01A
0 years, male, white, stage:Stage IVA, alive, 1183 days
3412.1
TCGA-CN-4723-01A
0 years, male, white, stage:Stage IVA, alive, 1699 days
3410.3
TCGA-CN-4739-01A
0 years, male, white, stage:Stage IVA, dead, 1394 days
3407.7
TCGA-CV-7568-01A
0 years, female, white, stage:Stage IVA, dead, 927 days
3369.5
TCGA-WA-A7GZ-01A
0 years, male, white, stage:'--, dead, 625 days
3350.2
TCGA-CR-7401-01A
0 years, male, white, stage:Stage I, alive, 1077 days
3326.2
TCGA-4P-AA8J-01A
0 years, male, black or african american, stage:Stage IVA, alive, 102 days
3314.6
TCGA-CQ-6222-01A
0 years, male, white, stage:Stage IVA, alive, 2016 days
3291.5
TCGA-HD-8224-01A
0 years, male, white, stage:Stage IVA, dead, 446 days
3263.2
TCGA-CV-7433-01A
0 years, male, white, stage:Stage IVA, dead, 601 days
3251.5
TCGA-QK-A6V9-01A
0 years, male, white, stage:Stage II, alive, 833 days
3240.8
TCGA-BA-5557-01A
0 years, female, stage:Stage III, alive, 623 days
3239.3
TCGA-CR-7389-01A
0 years, male, black or african american, stage:'--, alive, 392 days
3234.2
TCGA-CN-A6V6-01A
0 years, male, white, stage:Stage IVA, alive, 635 days
3223.9
TCGA-CN-6022-01A
0 years, male, white, stage:Stage IVA, dead, 281 days
3220.0
TCGA-CN-6988-01A
0 years, male, white, stage:Stage IVA, alive, 318 days
3152.2
TCGA-F7-7848-01A
0 years, male, white, stage:Stage IVA, alive, 1131 days
3149.6
TCGA-BA-6870-01A
0 years, female, black or african american, stage:'--, dead, 451 days
3140.4
TCGA-CQ-A4CE-01A
0 years, female, stage:Stage II, alive, 897 days
3140.0
TCGA-CV-7416-01A
0 years, female, white, stage:Stage IVA, dead, 763 days
3139.8
TCGA-CV-5439-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
3137.1
TCGA-QK-A8ZB-01A
0 years, male, black or african american, stage:Stage IVA, alive, 542 days
3127.8
TCGA-P3-A6SW-01A
0 years, male, white, stage:Stage IVB, alive, 1120 days
3110.7
TCGA-H7-A76A-01A
0 years, male, white, stage:'--, alive, 637 days
3108.1
TCGA-QK-A8Z8-01A
0 years, female, black or african american, stage:Stage IVC, dead, 171 days
2997.8
TCGA-QK-AA3J-01A
0 years, male, black or african american, stage:Stage I, alive, 466 days
2992.0
TCGA-CR-7372-01A
0 years, male, white, stage:Stage I, alive, 759 days
2985.6
TCGA-CV-7248-01A
0 years, female, black or african american, stage:Stage IVA, dead, 521 days
2981.9
TCGA-CR-7391-01A
0 years, female, white, stage:Stage I, alive, 913 days
2970.5
TCGA-IQ-A61I-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2 days
2952.8
TCGA-CN-4729-01A
0 years, male, white, stage:Stage III, alive, 392 days
2919.5
TCGA-T3-A92M-01A
0 years, male, black or african american, stage:Stage IVA, alive, 417 days
2912.4
TCGA-CR-6484-01A
0 years, female, asian, stage:Stage IVA, alive, 354 days
2904.5
TCGA-CR-7402-01A
0 years, male, white, stage:'--, alive, 911 days
2897.3
TCGA-CV-7410-01A
0 years, male, white, stage:Stage III, dead, 6417 days
2892.0
TCGA-D6-6824-01A
0 years, male, white, stage:Stage IVA, alive, 77 days
2884.1
TCGA-CN-5358-01A
0 years, male, white, stage:Stage II, dead, 261 days
2856.7
TCGA-CQ-7072-01A
0 years, male, white, stage:Stage II, alive, 2359 days
2848.4
TCGA-CR-6480-01A
0 years, male, white, stage:'--, alive, 362 days
2848.2
TCGA-CN-6995-01A
0 years, male, white, stage:Stage IVA, dead, 112 days
2805.8
TCGA-CN-6018-01A
0 years, female, white, stage:Stage IVA, dead, 580 days
2790.6
TCGA-CN-4742-01A
0 years, female, white, stage:Stage IVA, dead, 397 days
2771.6
TCGA-RS-A6TO-01A
0 years, female, white, stage:Stage IVA, dead, 387 days
2765.9
TCGA-CV-5978-01A
0 years, female, black or african american, stage:Stage IVB, dead, 215 days
2732.8
TCGA-CV-5431-01A
0 years, male, white, stage:Stage IVA, dead, 522 days
2723.5
TCGA-CR-7404-01A
0 years, male, white, stage:'--, alive, 1472 days
2716.9
TCGA-D6-6516-01A
0 years, male, white, stage:Stage I, alive, 773 days
2714.8
TCGA-CV-6954-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2002 days
2712.0
TCGA-DQ-7592-01A
0 years, male, american indian or alaska native, stage:'--, alive, 1143 days
2690.7
TCGA-CR-6471-01A
0 years, male, white, stage:Stage IVA, dead, 1202 days
2686.6
TCGA-CN-6997-01A
0 years, male, white, stage:Stage IVA, dead, 988 days
2672.1
TCGA-CN-A497-01A
0 years, male, stage:Stage III, alive, 1065 days
2663.4
TCGA-CR-6481-01A
0 years, male, white, stage:'--, alive, 311 days
2602.2
TCGA-CV-7430-01A
0 years, male, white, stage:Stage IVA, dead, 495 days
2597.9
TCGA-CR-7393-01A
0 years, male, white, stage:Stage III, alive, 993 days
2595.5
TCGA-CX-7085-01A
0 years, female, white, stage:Stage I, alive, 321 days
2530.4
TCGA-BA-A4IH-01A
0 years, male, white, stage:'--, alive, 622 days
2514.3
TCGA-CV-6955-01A
0 years, female, white, stage:Stage II, dead, 334 days
2511.7
TCGA-CV-6935-01A
0 years, male, white, stage:Stage IVA, dead, 295 days
2511.0
TCGA-CV-7440-01A
0 years, male, white, stage:Stage II, dead, 675 days
2503.5
TCGA-BB-4217-01A
0 years, male, black or african american, stage:Stage IVA, alive, 187 days
2480.8
TCGA-CR-5250-01A
0 years, male, white, stage:'--, alive, 799 days
2475.8
TCGA-KU-A66T-01A
0 years, female, white, stage:Stage IVA, alive, 552 days
2474.7
TCGA-CN-6996-01A
0 years, female, white, stage:Stage IVA, dead, 530 days
2473.3
TCGA-CV-7263-01A
0 years, male, black or african american, stage:Stage II, dead, 560 days
2464.5
TCGA-CV-5971-01A
0 years, male, white, stage:Stage IVA, alive, 701 days
2442.9
TCGA-IQ-7631-01A
0 years, female, white, stage:Stage II, alive, 1172 days
2437.0
TCGA-DQ-5625-01A
0 years, female, white, stage:'--, dead, 1133 days
2416.4
TCGA-QK-A6VB-01A
0 years, male, white, stage:Stage IVA, alive, 641 days
2413.6
TCGA-P3-A5QE-01A
0 years, male, white, stage:Stage III, alive, 1559 days
2409.7
TCGA-H7-7774-01A
0 years, female, white, stage:Stage IVA, alive, 407 days
2392.3
TCGA-CN-4736-01A
0 years, female, white, stage:'--, dead, 395 days
2375.7
TCGA-CR-7367-01A
0 years, male, white, stage:Stage IVA, alive, 1440 days
2252.9
TCGA-D6-A6EP-01A
0 years, male, white, stage:Stage III, alive, 424 days
2236.0
TCGA-CV-5444-01A
0 years, male, black or african american, stage:Stage IVA, alive, 2437 days
2226.9
TCGA-CN-A63U-01A
0 years, male, white, stage:Stage IVA, alive, 964 days
2222.5
TCGA-CN-4733-01A
0 years, male, white, stage:Stage III, alive, 1586 days
2203.5
TCGA-CV-7421-01A
0 years, male, white, stage:Stage IVA, dead, 2 days
2199.7
TCGA-CN-5370-01A
0 years, male, white, stage:Stage III, dead, 259 days
2199.3
TCGA-CV-7418-01A
0 years, male, black or african american, stage:Stage IVA, dead, 789 days
2135.5
TCGA-D6-6515-01A
0 years, female, white, stage:Stage II, dead, 403 days
2130.9
TCGA-HD-7831-01A
0 years, male, white, stage:Stage IVA, alive, 667 days
2115.7
TCGA-CN-A6UY-01A
0 years, male, white, stage:Stage IVA, alive, 713 days
2092.5
TCGA-CV-6937-01A
0 years, male, white, stage:Stage II, dead, 624 days
2080.6
TCGA-CR-7394-01A
0 years, male, white, stage:Stage IVA, alive, 1346 days
2078.6
TCGA-CR-7371-01A
0 years, female, white, stage:Stage III, dead, 94 days
2054.5
TCGA-CR-7388-01A
0 years, female, white, stage:'--, dead, 823 days
2017.0
TCGA-CN-5373-01A
0 years, female, white, stage:Stage I, alive, 1584 days
2016.9
TCGA-BB-A5HY-01A
0 years, male, white, stage:Stage IVA, dead, 321 days
1969.9
TCGA-CR-6482-01A
0 years, male, black or african american, stage:'--, alive, 345 days
1965.8
TCGA-CR-7364-01A
0 years, male, white, stage:Stage III, alive, 1435 days
1961.1
TCGA-CV-7406-01A
0 years, male, white, stage:Stage II, dead, 1748 days
1939.1
TCGA-CV-6433-01A
0 years, male, white, stage:Stage II, alive, 641 days
1932.7
TCGA-CR-6472-01A
0 years, male, white, stage:'--, alive, 1050 days
1910.2
TCGA-CN-4740-01A
0 years, female, white, stage:Stage IVA, dead, 839 days
1863.3
TCGA-CN-4728-01A
0 years, male, white, stage:Stage IVA, alive, 1724 days
1856.9
TCGA-CV-7104-01A
0 years, female, white, stage:Stage IVA, dead, 393 days
1769.6
TCGA-CV-7414-01A
0 years, male, white, stage:Stage IVA, dead, 14 days
1745.4
TCGA-KU-A6H8-01A
0 years, male, white, stage:Stage IVA, dead, 327 days
1726.2
TCGA-CR-7386-01A
0 years, male, white, stage:Stage IVA, alive, 1430 days
1686.4
TCGA-F7-A624-01A
0 years, male, white, stage:Stage II, alive, 378 days
1683.1
TCGA-CR-7399-01A
0 years, female, white, stage:Stage IVA, alive, 181 days
1652.9
TCGA-CN-4737-01A
0 years, male, white, stage:Stage IVA, alive, 625 days
1650.0
TCGA-CN-6021-01A
0 years, female, white, stage:'--, dead, 276 days
1646.9
TCGA-MZ-A5BI-01A
0 years, male, white, stage:'--, dead, 217 days
1630.1
TCGA-CN-6016-01A
0 years, male, white, stage:Stage IVA, alive, 1443 days
1620.1
TCGA-CV-6441-01A
0 years, male, white, stage:Stage III, dead, 292 days
1603.7
TCGA-CN-5360-01A
0 years, male, white, stage:Stage IVA, alive, 2169 days
1600.1
TCGA-BB-4224-01A
0 years, male, white, stage:Stage IVA, alive, 278 days
1577.4
TCGA-P3-A5Q5-01A
0 years, male, white, stage:Stage IVA, alive, 910 days
1571.2
TCGA-CN-6019-01A
0 years, male, white, stage:Stage IVA, alive, 1038 days
1558.3
TCGA-UF-A71A-01A
0 years, male, white, stage:Stage IVA, dead, 86 days
1555.7
TCGA-CR-7392-01A
0 years, female, white, stage:Stage IVA, alive, 1425 days
1550.4
TCGA-CV-7103-01A
0 years, male, white, stage:Stage IVA, dead, 1591 days
1549.6
TCGA-CV-A45O-01A
0 years, male, white, stage:'--, alive, 851 days
1532.6
TCGA-CV-A460-01A
0 years, male, white, stage:'--, dead, 1838 days
1523.7
TCGA-QK-AA3K-01A
0 years, male, black or african american, stage:Stage IVA, alive, 253 days
1516.4
TCGA-CR-7376-01A
0 years, male, white, stage:Stage III, alive, 972 days
1471.5
TCGA-CV-6939-01A
0 years, male, white, stage:Stage IVA, dead, 666 days
1459.5
TCGA-BB-4228-01A
0 years, male, white, stage:Stage III, alive, 559 days
1364.5
TCGA-BB-4223-01A
0 years, male, white, stage:Stage IVA, alive, 3221 days
1332.6
TCGA-BA-5153-01A
0 years, male, white, stage:'--, dead, 1762 days
1253.1
TCGA-CN-6017-01A
0 years, male, white, stage:Stage IVA, dead, 853 days
1239.5
TCGA-UF-A7JA-01A
0 years, female, white, stage:Stage IVA, alive, 2265 days
1198.9
TCGA-UF-A7JJ-01A
0 years, male, stage:Stage IVA, alive, 549 days
1186.9
TCGA-BA-4078-01A
0 years, male, white, stage:'--, dead, 276 days
1178.6
TCGA-HD-7754-01A
0 years, male, white, stage:Stage IVA, alive, 783 days
1148.7
TCGA-BA-A4IF-01A
0 years, male, white, stage:'--, alive, 895 days
1143.9
TCGA-CR-6470-01A
0 years, male, white, stage:Stage II, alive, 1521 days
1128.7
TCGA-CV-5443-01A
0 years, male, black or african american, stage:Stage III, alive, 2784 days
1092.5
TCGA-CN-6012-01A
0 years, male, white, stage:Stage IVA, alive, 1460 days
1045.2
TCGA-CR-5243-01A
0 years, male, white, stage:'--, alive, 2562 days
962.0
TCGA-BB-4225-01A
0 years, male, white, stage:'--, alive, 146 days
899.2
TCGA-CR-7398-01A
0 years, female, white, stage:Stage II, alive, 156 days
863.3
TCGA-CX-A4AQ-01A
0 years, male, white, stage:Stage IVA, alive, 1555 days
806.3
TCGA-CV-7254-01A
0 years, male, white, stage:Stage II, dead, 1459 days
790.8
TCGA-CR-6467-01A
0 years, male, white, stage:Stage III, alive, 1777 days
777.2
TCGA-CN-4735-01A
0 years, male, white, stage:Stage IVA, alive, 1737 days
696.1
TCGA-CR-5248-01A
0 years, male, white, stage:'--, alive, 1663 days
655.7
TCGA-CN-6992-01A
0 years, male, white, stage:Stage IVA, alive, 1066 days
613.2
TCGA-CV-6962-01A
0 years, male, white, stage:Stage IVA, dead, 126 days
600.3
TCGA-KU-A66S-01A
0 years, female, white, stage:Stage III, dead, 406 days
566.1
TCGA-CR-7374-01A
0 years, female, white, stage:'--, alive, 30 days
525.3
TCGA-CN-6023-01A
0 years, male, white, stage:Stage IVA, alive, 1584 days
502.8
TCGA-UF-A7JD-01A
0 years, male, stage:Stage IVA, dead, 739 days
468.3
TCGA-HD-8314-01A
0 years, male, white, stage:Stage III, alive, 670 days
417.0
TCGA-D6-6827-01A
0 years, female, white, stage:Stage I, alive, 568 days
405.4
TCGA-DQ-7591-01A
0 years, male, white, stage:'--, alive, 622 days
383.5
TCGA-BA-6871-01A
0 years, male, white, stage:'--, dead, 108 days
378.7
TCGA-BA-5559-01A
0 years, male, white, stage:'--, dead, 2083 days
370.8
TCGA-QK-A6IF-01A
0 years, male, white, stage:'--, alive, 704 days
361.5
TCGA-CV-A45W-01A
0 years, male, white, stage:Stage II, dead, 1398 days
358.8
TCGA-QK-A8Z7-01A
0 years, male, black or african american, stage:Stage IVA, alive, 392 days
335.9
TCGA-TN-A7HI-01A
0 years, male, white, stage:Stage IVA, alive, 412 days
321.4
TCGA-CV-6948-01A
0 years, female, white, stage:Stage IVB, dead, 1289 days
248.0
TCGA-MT-A7BN-01A
0 years, male, white, stage:Stage IVA, alive, 469 days
221.3
TCGA-CV-5430-01A
0 years, male, white, stage:Stage IVA, alive, 4241 days
199.8
TCGA-CV-7446-01A
0 years, male, white, stage:Stage IVA, dead, 1093 days
195.7
TCGA-IQ-A61O-01A
0 years, male, white, stage:Stage IVA, dead, 421 days
176.7
TCGA-CR-6487-01A
0 years, male, white, stage:Stage I, alive, 234 days
128.1
TCGA-CV-7424-01A
0 years, male, asian, stage:Stage IVA, dead, 453 days
66.7
TCGA-CQ-6221-01A
0 years, male, white, stage:'--, alive, 1000 days
28.1
TCGA-HD-A634-01A
0 years, male, white, stage:Stage IVA, dead, 130 days
16.5
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0236620003
Tumor
1.7
CPT0163740003
Tumor
1.7
CPT0235460003
Tumor
1.7
CPT0222360003
Tumor
1.6
CPT0163720003
Normal
1.5
CPT0199700003
Tumor
1.5
CPT0246670003
Tumor
1.5
CPT0241980004
Tumor
1.4
CPT0245010003
Tumor
1.3
CPT0008630003
Tumor
1.2
CPT0207870004
Tumor
1.1
CPT0245500003
Tumor
1.1
CPT0246540003
Tumor
0.9
CPT0245180003
Tumor
0.9
CPT0177010003
Tumor
0.9
CPT0237130004
Tumor
0.9
CPT0237620004
Tumor
0.8
CPT0094490004
Tumor
0.8
CPT0184530003
Tumor
0.8
CPT0248330003
Tumor
0.7
CPT0245600003
Tumor
0.7
CPT0163410003
Tumor
0.6
CPT0163600003
Tumor
0.6
CPT0194800003
Normal
0.6
CPT0248520003
Tumor
0.6
CPT0008520008
Tumor
0.6
CPT0223450003
Tumor
0.5
CPT0176770003
Tumor
0.5
CPT0095040003
Tumor
0.5
CPT0226130003
Tumor
0.5
CPT0094350004
Tumor
0.4
CPT0088060004
Tumor
0.4
CPT0163790003
Tumor
0.4
CPT0194420003
Tumor
0.4
CPT0220610003
Tumor
0.4
CPT0169640003
Tumor
0.4
CPT0245550003
Tumor
0.4
CPT0163240003
Tumor
0.3
CPT0123180003
Tumor
0.3
CPT0163650003
Tumor
0.3
CPT0011290003
Tumor
0.3
CPT0177390003
Tumor
0.2
CPT0226340003
Tumor
0.2
CPT0163840003
Tumor
0.2
CPT0194250003
Tumor
0.2
CPT0244940004
Tumor
0.2
CPT0094280004
Tumor
0.2
CPT0163480003
Tumor
0.2
CPT0011130005
Tumor
0.2
CPT0237480004
Tumor
0.1
CPT0087990003
Tumor
0.1
CPT0094420004
Tumor
0.1
CPT0013000004
Tumor
0.1
CPT0245730003
Tumor
0.0
CPT0248350003
Normal
0.0
CPT0177200003
Tumor
-0.1
CPT0245130003
Tumor
-0.1
CPT0235910003
Tumor
-0.1
CPT0094560004
Tumor
-0.1
CPT0226350003
Normal
-0.1
CPT0162940003
Tumor
-0.2
CPT0194960003
Tumor
-0.2
CPT0163800003
Normal
-0.2
CPT0088410003
Tumor
-0.2
CPT0196210003
Tumor
-0.2
C3N-02693-06
Normal
-0.2
CPT0226270003
Normal
-0.2
CPT0127050003
Tumor
-0.2
CPT0245300003
Tumor
-0.3
CPT0123260003
Tumor
-0.3
CPT0013210004
Tumor
-0.3
CPT0195680003
Tumor
-0.3
CPT0245450003
Tumor
-0.3
CPT0013030003
Normal
-0.3
CPT0008960003
Normal
-0.3
CPT0163340003
Tumor
-0.4
C3N-00295-05
Normal
-0.4
CPT0011320003
Normal
-0.4
CPT0226440003
Tumor
-0.4
CPT0235920003
Normal
-0.5
CPT0245630003
Tumor
-0.5
CPT0177220003
Normal
-0.5
CPT0169890003
Tumor
-0.5
CPT0163610003
Normal
-0.5
CPT0256560003
Tumor
-0.5
CPT0024810003
Tumor
-0.5
CPT0177710003
Tumor
-0.5
CPT0087820003
Tumor
-0.6
CPT0245190003
Normal
-0.6
CPT0194260003
Normal
-0.6
CPT0162990004
Tumor
-0.6
CPT0199710003
Normal
-0.6
CPT0199880003
Tumor
-0.7
CPT0245020003
Normal
-0.7
CPT0245460003
Normal
-0.7
CPT0237640003
Normal
-0.7
CPT0226390003
Tumor
-0.7
C3N-04279-05
Normal
-0.7
C3N-01620-05
Normal
-0.7
CPT0163430003
Normal
-0.7
CPT0245410003
Normal
-0.7
CPT0245400003
Tumor
-0.7
C3N-01859-04
Normal
-0.7
CPT0222180003
Tumor
-0.7
CPT0223460003
Normal
-0.8
C3N-04275-05
Normal
-0.8
CPT0237500003
Normal
-0.8
CPT0236850004
Tumor
-0.8
CPT0199890003
Normal
-0.8
CPT0250310003
Tumor
-0.8
CPT0195860003
Tumor
-0.9
CPT0223970003
Tumor
-0.9
CPT0196060003
Normal
-0.9
C3N-01758-04
Normal
-0.9
CPT0220620003
Normal
-0.9
C3N-04276-06
Normal
-0.9
CPT0245680003
Tumor
-0.9
CPT0088080003
Normal
-0.9
CPT0163860003
Normal
-0.9
CPT0226450003
Normal
-0.9
CPT0094580003
Normal
-1.0
CPT0088010003
Normal
-1.0
CPT0237150003
Normal
-1.0
C3N-00857-05
Normal
-1.0
CPT0008930003
Tumor
-1.0
CPT0245560003
Normal
-1.0
CPT0243090003
Tumor
-1.0
CPT0236870003
Normal
-1.0
CPT0163020003
Normal
-1.0
CPT0199830003
Normal
-1.0
CPT0169730003
Tumor
-1.1
CPT0163490003
Normal
-1.1
CPT0199820003
Tumor
-1.1
CPT0084630009
Tumor
-1.1
CPT0195700003
Normal
-1.1
CPT0123190003
Normal
-1.1
CPT0088430003
Normal
-1.2
CPT0084650004
Normal
-1.2
CPT0226030003
Tumor
-1.2
CPT0162890003
Tumor
-1.2
CPT0236640003
Normal
-1.2
CPT0169740004
Normal
-1.2
CPT0226090003
Normal
-1.2
CPT0163530003
Tumor
-1.2
CPT0242000004
Normal
-1.2
CPT0222200003
Normal
-1.2
CPT0245060004
Tumor
-1.2
CPT0226400003
Normal
-1.3
CPT0196040003
Tumor
-1.3
CPT0163170003
Normal
-1.4
CPT0261520003
Tumor
-1.4
CPT0246590003
Tumor
-1.4
CPT0123280003
Normal
-1.5
CPT0013250003
Normal
-1.5
CPT0163160003
Tumor
-1.5
CPT0201830004
Tumor
-1.5
CPT0245140003
Normal
-1.5
CPT0244890004
Tumor
-1.5
CPT0201860004
Normal
-1.6
CPT0243140004
Normal
-1.6
CPT0246620003
Tumor
-1.6
CPT0190860003
Normal
-1.6
CPT0190850003
Tumor
-1.6
CPT0195880003
Normal
-1.7
CPT0013430003
Tumor
-1.7
CPT0281470002
Normal
-1.7
CPT0013460003
Normal
-1.8
CPT0245230004
Tumor
-1.8
CPT0163090003
Tumor
-1.8
CPT0163250003
Normal
-1.9
CPT0245350003
Tumor
-1.9
CPT0013130003
Tumor
-1.9
CPT0278700002
Normal
-1.9
CPT0163910003
Tumor
-1.9
CPT0229220002
Normal
-2.0
CPT0169920003
Normal
-2.1
CPT0235470002
Normal
-2.2
CPT0226250004
Tumor
-2.5
CPT0194790003
Tumor
-2.6
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.