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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.
S100A8 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.
: 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.
0.011
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.
49%
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.
36%
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
10993.0
Number of samples
492
Samples
Sample
Description
TPM
TCGA-BA-A6DA-01A
0 years, female, white, stage:Stage IVA, alive, 351 days
54869.7
TCGA-CV-A45O-01A
0 years, male, white, stage:'--, alive, 851 days
54770.3
TCGA-QK-A6IJ-01A
0 years, male, white, stage:Stage III, alive, 387 days
53316.8
TCGA-CV-6955-01A
0 years, female, white, stage:Stage II, dead, 334 days
52138.2
TCGA-CN-A49C-01A
0 years, male, white, stage:'--, alive, 645 days
50587.4
TCGA-CV-6436-01A
0 years, male, white, stage:Stage IVA, alive, 1899 days
49928.9
TCGA-D6-A6ES-01A
0 years, male, white, stage:Stage IVA, alive, 389 days
45280.4
TCGA-MZ-A7D7-01A
0 years, male, white, stage:Stage IVA, alive, 547 days
44523.2
TCGA-MT-A67A-01A
0 years, female, white, stage:Stage I, alive, 914 days
43970.6
TCGA-IQ-A61I-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2 days
42516.6
TCGA-F7-A622-01A
0 years, male, white, stage:Stage III, dead, 359 days
41329.5
TCGA-CV-A6JT-01A
0 years, male, white, stage:Stage II, alive, 852 days
40071.6
TCGA-CN-4726-01A
0 years, male, white, stage:Stage IVA, dead, 142 days
39115.2
TCGA-CQ-6223-01A
0 years, male, white, stage:Stage II, alive, 1428 days
37875.5
TCGA-H7-7774-01A
0 years, female, white, stage:Stage IVA, alive, 407 days
37446.3
TCGA-D6-A6EK-01A
0 years, male, white, stage:Stage III, alive, 875 days
36652.0
TCGA-CV-7411-01A
0 years, female, white, stage:Stage IVA, dead, 2717 days
36380.0
TCGA-CV-7423-01A
0 years, male, white, stage:Stage II, dead, 3059 days
35513.1
TCGA-CV-A45X-01A
0 years, male, white, stage:Stage IVA, dead, 198 days
35099.1
TCGA-H7-A6C4-01A
0 years, female, white, stage:Stage IVA, dead, 414 days
35083.8
TCGA-CV-6936-01A
0 years, male, white, stage:Stage IVA, dead, 166 days
34647.3
TCGA-BA-A6DB-01A
0 years, female, white, stage:Stage I, alive, 216 days
34246.1
TCGA-CV-7183-01A
0 years, male, white, stage:Stage II, alive, 3981 days
33308.7
TCGA-P3-A6T4-01A
0 years, male, white, stage:Stage IVA, dead, 62 days
33303.4
TCGA-CV-A45V-01A
0 years, female, white, stage:Stage IVA, dead, 32 days
33216.3
TCGA-CV-A45P-01A
0 years, female, white, stage:Stage I, alive, 639 days
32668.8
TCGA-CV-7180-01A
0 years, male, white, stage:Stage II, dead, 327 days
32261.9
TCGA-F7-A50J-01A
0 years, female, white, stage:Stage III, alive, 947 days
32039.5
TCGA-CQ-6222-01A
0 years, male, white, stage:Stage IVA, alive, 2016 days
31497.0
TCGA-CQ-7071-01A
0 years, female, white, stage:Stage III, alive, 1311 days
30783.4
TCGA-CN-6998-01A
0 years, male, white, stage:Stage IVA, dead, 357 days
30614.3
TCGA-CV-A465-01A
0 years, male, white, stage:Stage III, dead, 215 days
30448.3
TCGA-CV-A6JY-01A
0 years, male, white, stage:Stage IVA, alive, 646 days
30304.2
TCGA-F7-A50G-01A
0 years, male, white, stage:Stage III, alive, 616 days
30297.5
TCGA-QK-A6VC-01A
0 years, female, black or african american, stage:Stage IVA, alive, 600 days
30194.3
TCGA-P3-A6T7-01A
0 years, male, white, stage:Stage IVA, dead, 487 days
29992.2
TCGA-TN-A7HJ-01A
0 years, male, white, stage:Stage IVA, alive, 403 days
29858.7
TCGA-CV-A45R-01A
0 years, male, white, stage:Stage III, alive, 5480 days
29657.4
TCGA-IQ-7632-01A
0 years, female, white, stage:Stage IVA, alive, 441 days
29522.4
TCGA-QK-A6II-01A
0 years, male, white, stage:Stage IVA, dead, 284 days
29238.4
TCGA-CN-4741-01A
0 years, male, white, stage:Stage IVA, alive, 2239 days
28701.2
TCGA-IQ-A6SG-01A
0 years, female, white, stage:Stage III, alive, 579 days
28485.4
TCGA-MT-A67F-01A
0 years, female, white, stage:Stage IVA, alive, 384 days
28419.1
TCGA-CQ-A4CE-01A
0 years, female, stage:Stage II, alive, 897 days
27820.5
TCGA-DQ-5630-01A
0 years, male, white, stage:'--, alive, 1030 days
26984.1
TCGA-H7-A76A-01A
0 years, male, white, stage:'--, alive, 637 days
26912.0
TCGA-CR-7385-01A
0 years, male, white, stage:'--, alive, 997 days
26803.0
TCGA-CV-A6JN-01A
0 years, male, white, stage:'--, alive, 906 days
26799.0
TCGA-HD-8634-01A
0 years, female, white, stage:Stage I, dead, 385 days
26583.5
TCGA-MT-A51W-01A
0 years, female, white, stage:Stage I, alive, 437 days
26475.8
TCGA-CV-6953-01A
0 years, female, white, stage:Stage III, dead, 1641 days
26044.3
TCGA-QK-A652-01A
0 years, male, white, stage:Stage III, alive, 645 days
25947.7
TCGA-CQ-6218-01A
0 years, female, white, stage:Stage IVA, alive, 1253 days
25925.8
TCGA-UF-A719-01A
0 years, male, stage:Stage II, alive, 1663 days
25858.7
TCGA-CV-5970-01A
0 years, male, white, stage:Stage IVA, dead, 406 days
25529.7
TCGA-CV-7427-01A
0 years, female, white, stage:Stage II, dead, 4760 days
25359.5
TCGA-CN-6020-01A
0 years, male, black or african american, stage:Stage III, dead, 205 days
25266.7
TCGA-QK-A8Z8-01A
0 years, female, black or african american, stage:Stage IVC, dead, 171 days
24695.6
TCGA-IQ-A61J-01A
0 years, male, white, stage:Stage IVA, alive, 1021 days
24451.8
TCGA-CQ-6229-01A
0 years, male, white, stage:Stage II, alive, 1179 days
24402.2
TCGA-BA-5151-01A
0 years, male, white, stage:Stage IVA, alive, 722 days
24217.1
TCGA-BA-A4II-01A
0 years, male, white, stage:Stage II, alive, 918 days
24205.5
TCGA-CV-5442-01A
0 years, female, white, stage:Stage IVA, alive, 2327 days
24148.0
TCGA-BA-4076-01A
0 years, male, white, stage:'--, dead, 415 days
24086.7
TCGA-CV-A468-01A
0 years, male, stage:Stage IVA, dead, 464 days
23997.9
TCGA-BA-A6DD-01A
0 years, male, black or african american, stage:Stage IVA, dead, 173 days
23943.9
TCGA-CV-A463-01A
0 years, female, white, stage:Stage IVA, dead, 23 days
23902.4
TCGA-CR-7391-01A
0 years, female, white, stage:Stage I, alive, 913 days
23863.6
TCGA-CR-6492-01A
0 years, male, white, stage:Stage III, alive, 479 days
23699.2
TCGA-CN-5373-01A
0 years, female, white, stage:Stage I, alive, 1584 days
22966.0
TCGA-CV-A45T-01A
0 years, female, white, stage:'--, dead, 4856 days
22644.0
TCGA-BB-A6UM-01A
0 years, male, white, stage:Stage III, alive, 393 days
22511.3
TCGA-CR-7368-01A
0 years, male, white, stage:Stage IVA, alive, 1245 days
22357.0
TCGA-UF-A71E-01A
0 years, male, white, stage:Stage IVA, dead, 1504 days
22340.8
TCGA-BB-4224-01A
0 years, male, white, stage:Stage IVA, alive, 278 days
22336.3
TCGA-BA-A6DJ-01A
0 years, male, asian, stage:Stage IVA, dead, 407 days
22225.2
TCGA-BA-6872-01A
0 years, male, white, stage:'--, dead, 384 days
21896.9
TCGA-MT-A67D-01A
0 years, male, white, stage:Stage II, alive, 56 days
21725.8
TCGA-C9-A47Z-01A
0 years, female, asian, stage:Stage III, dead, 191 days
21706.0
TCGA-CR-7393-01A
0 years, male, white, stage:Stage III, alive, 993 days
21624.2
TCGA-CN-A641-01A
0 years, male, white, stage:Stage IVA, alive, 367 days
21616.2
TCGA-CV-A45Q-01A
0 years, female, white, stage:'--, dead, 5152 days
21596.1
TCGA-CV-7089-01A
0 years, male, white, stage:Stage IVA, dead, 1972 days
21473.3
TCGA-CN-A498-01A
0 years, female, white, stage:Stage III, dead, 773 days
21416.4
TCGA-CN-5365-01A
0 years, male, white, stage:Stage IVB, dead, 351 days
21290.0
TCGA-P3-A6T5-01A
0 years, female, white, stage:Stage IVA, dead, 882 days
21245.3
TCGA-BA-5557-01A
0 years, female, stage:Stage III, alive, 623 days
21237.5
TCGA-F7-A61S-01A
0 years, male, white, stage:Stage III, alive, 576 days
20985.9
TCGA-CV-7413-01A
0 years, female, white, stage:Stage II, dead, 294 days
20881.9
TCGA-CN-4742-01A
0 years, female, white, stage:Stage IVA, dead, 397 days
20841.9
TCGA-F7-A620-01A
0 years, male, white, stage:Stage III, alive, 543 days
20730.0
TCGA-CN-4722-01A
0 years, female, white, stage:Stage II, alive, 1483 days
20721.5
TCGA-D6-6516-01A
0 years, male, white, stage:Stage I, alive, 773 days
20550.5
TCGA-BB-A6UO-01A
0 years, female, white, stage:Stage IVA, dead, 268 days
20433.1
TCGA-CV-7425-01A
0 years, female, white, stage:Stage III, dead, 1718 days
20415.9
TCGA-BA-5558-01A
0 years, male, white, stage:'--, alive, 1995 days
20316.5
TCGA-CX-7086-01A
0 years, male, black or african american, stage:Stage III, alive, 573 days
20253.1
TCGA-CQ-7065-01A
0 years, male, asian, stage:Stage II, alive, 1628 days
19995.7
TCGA-UF-A7JC-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
19870.8
TCGA-HD-A4C1-01A
0 years, female, black or african american, stage:Stage IVA, alive, 11 days
19825.0
TCGA-CR-6471-01A
0 years, male, white, stage:Stage IVA, dead, 1202 days
19817.1
TCGA-CV-6952-01A
0 years, female, white, stage:Stage IVA, dead, 185 days
19078.5
TCGA-HD-A6I0-01A
0 years, male, white, stage:Stage IVA, alive, 210 days
18931.1
TCGA-MZ-A6I9-01A
0 years, male, white, stage:'--, dead, 489 days
18738.0
TCGA-BA-A6DI-01A
0 years, male, black or african american, stage:'--, dead, 336 days
18686.9
TCGA-CR-6480-01A
0 years, male, white, stage:'--, alive, 362 days
18606.2
TCGA-CQ-6220-01A
0 years, male, white, stage:Stage III, dead, 985 days
18409.6
TCGA-BB-4227-01A
0 years, male, white, stage:Stage IVA, alive, 134 days
18261.0
TCGA-F7-A623-01A
0 years, male, white, stage:Stage IVA, alive, 616 days
18251.0
TCGA-CV-A6K2-01A
0 years, male, white, stage:Stage IVA, dead, 317 days
18134.7
TCGA-BA-5152-01A
0 years, male, white, stage:Stage IVA, alive, 1288 days
17996.8
TCGA-CR-7369-01A
0 years, male, white, stage:Stage IVA, dead, 1090 days
17978.0
TCGA-CR-5249-01A
0 years, female, white, stage:Stage II, alive, 1152 days
17919.4
TCGA-CR-6484-01A
0 years, female, asian, stage:Stage IVA, alive, 354 days
17881.1
TCGA-MT-A51X-01A
0 years, male, white, stage:Stage IVA, alive, 242 days
17842.9
TCGA-CQ-5331-01A
0 years, female, white, stage:'--, alive, 1399 days
17622.0
TCGA-CR-7397-01A
0 years, male, white, stage:Stage IVA, alive, 754 days
17574.1
TCGA-BA-6870-01A
0 years, female, black or african american, stage:'--, dead, 451 days
17436.0
TCGA-D6-6825-01A
0 years, male, white, stage:Stage I, alive, 491 days
17326.3
TCGA-IQ-A61G-01A
0 years, male, white, stage:Stage IVA, alive, 360 days
17316.2
TCGA-BA-5556-01A
0 years, female, white, stage:Stage II, alive, 725 days
17309.0
TCGA-UF-A7JF-01A
0 years, male, white, stage:Stage IVA, alive, 1686 days
17242.1
TCGA-CQ-5327-01A
0 years, female, asian, stage:Stage IVA, alive, 1660 days
17239.8
TCGA-CN-4734-01A
0 years, male, white, stage:Stage II, alive, 1690 days
17082.5
TCGA-UF-A718-01A
0 years, male, white, stage:Stage IVA, alive, 1971 days
16778.2
TCGA-CV-7410-01A
0 years, male, white, stage:Stage III, dead, 6417 days
16767.4
TCGA-D6-A6EQ-01A
0 years, male, white, stage:Stage IVA, alive, 368 days
16676.3
TCGA-P3-A5Q5-01A
0 years, male, white, stage:Stage IVA, alive, 910 days
16639.8
TCGA-P3-A5QF-01A
0 years, male, white, stage:Stage IVA, dead, 330 days
16623.2
TCGA-CN-5364-01A
0 years, male, white, stage:Stage IVA, dead, 493 days
16465.0
TCGA-IQ-A61E-01A
0 years, female, white, stage:Stage III, alive, 1147 days
16251.2
TCGA-CN-5369-01A
0 years, female, white, stage:Stage IVA, dead, 1 days
16123.0
TCGA-CN-4739-01A
0 years, male, white, stage:Stage IVA, dead, 1394 days
16107.3
TCGA-KU-A6H8-01A
0 years, male, white, stage:Stage IVA, dead, 327 days
15981.4
TCGA-P3-A6T3-01A
0 years, male, white, stage:Stage IVA, dead, 577 days
15933.0
TCGA-C9-A480-01A
0 years, female, asian, stage:Stage III, alive, 386 days
15881.0
TCGA-CV-6945-01A
0 years, male, white, stage:Stage IVA, dead, 366 days
15813.2
TCGA-BB-A5HZ-01A
0 years, male, white, stage:Stage IVA, alive, 827 days
15645.0
TCGA-CQ-7063-01A
0 years, female, white, stage:Stage I, alive, 2133 days
15610.5
TCGA-KU-A66T-01A
0 years, female, white, stage:Stage IVA, alive, 552 days
15448.8
TCGA-CQ-5325-01A
0 years, male, white, stage:Stage I, dead, 654 days
15112.5
TCGA-CN-4729-01A
0 years, male, white, stage:Stage III, alive, 392 days
15009.0
TCGA-QK-A8ZB-01A
0 years, male, black or african american, stage:Stage IVA, alive, 542 days
14696.1
TCGA-CQ-A4C9-01A
0 years, male, stage:Stage III, alive, 707 days
14611.1
TCGA-T2-A6WZ-01A
0 years, male, white, stage:'--, dead, 484 days
14489.9
TCGA-CR-7395-01A
0 years, female, white, stage:Stage II, alive, 930 days
14444.3
TCGA-QK-A6IH-01A
0 years, female, white, stage:Stage IVB, alive, 653 days
14440.3
TCGA-IQ-A6SH-01A
0 years, male, black or african american, stage:Stage III, alive, 471 days
14419.0
TCGA-CV-7430-01A
0 years, male, white, stage:Stage IVA, dead, 495 days
14418.7
TCGA-CQ-5323-01A
0 years, male, white, stage:Stage I, alive, 1466 days
14337.7
TCGA-CR-7401-01A
0 years, male, white, stage:Stage I, alive, 1077 days
14312.5
TCGA-BB-A5HU-01A
0 years, male, white, stage:Stage IVA, alive, 782 days
14182.6
TCGA-CR-6491-01A
0 years, male, black or african american, stage:Stage IVA, alive, 693 days
14154.8
TCGA-CR-6481-01A
0 years, male, white, stage:'--, alive, 311 days
14059.9
TCGA-HD-A633-01A
0 years, male, white, stage:Stage IVA, alive, 421 days
14029.3
TCGA-UF-A71D-01A
0 years, female, white, stage:Stage IVA, alive, 1461 days
13988.4
TCGA-D6-8569-01A
0 years, male, white, stage:Stage II, alive, 770 days
13830.6
TCGA-CN-4725-01A
0 years, male, white, stage:Stage II, alive, 1157 days
13829.4
TCGA-CV-A6K1-01A
0 years, male, white, stage:Stage IVA, alive, 685 days
13691.6
TCGA-CR-6472-01A
0 years, male, white, stage:'--, alive, 1050 days
13637.2
TCGA-DQ-5625-01A
0 years, female, white, stage:'--, dead, 1133 days
13632.8
TCGA-CN-5359-01A
0 years, male, white, stage:Stage IVA, dead, 377 days
13620.2
TCGA-F7-A50I-01A
0 years, male, white, stage:Stage IVA, alive, 92 days
13568.8
TCGA-CR-7394-01A
0 years, male, white, stage:Stage IVA, alive, 1346 days
13464.7
TCGA-MZ-A5BI-01A
0 years, male, white, stage:'--, dead, 217 days
13005.5
TCGA-CN-A6V3-01A
0 years, male, white, stage:Stage IVA, alive, 742 days
12980.9
TCGA-CV-7238-01A
0 years, female, white, stage:Stage II, alive, 2727 days
12948.9
TCGA-HL-7533-01A
0 years, male, white, stage:'--, alive, 1057 days
12852.6
TCGA-CV-6943-01A
0 years, male, white, stage:Stage III, dead, 602 days
12838.6
TCGA-BA-A4IG-01A
0 years, male, white, stage:'--, alive, 855 days
12779.2
TCGA-CR-5248-01A
0 years, male, white, stage:'--, alive, 1663 days
12651.1
TCGA-CV-5439-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
12608.3
TCGA-CV-7099-01A
0 years, female, white, stage:Stage II, dead, 243 days
12398.8
TCGA-CN-6021-01A
0 years, female, white, stage:'--, dead, 276 days
12372.8
TCGA-CV-6940-01A
0 years, female, white, stage:Stage III, dead, 804 days
12218.4
TCGA-BA-A6DE-01A
0 years, female, white, stage:Stage II, alive, 440 days
12089.4
TCGA-P3-A6SW-01A
0 years, male, white, stage:Stage IVB, alive, 1120 days
11768.6
TCGA-CV-A464-01A
0 years, male, white, stage:Stage III, alive, 1722 days
11717.2
TCGA-CQ-5334-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
11694.1
TCGA-CR-7367-01A
0 years, male, white, stage:Stage IVA, alive, 1440 days
11590.0
TCGA-UF-A7JJ-01A
0 years, male, stage:Stage IVA, alive, 549 days
11448.5
TCGA-CN-A6V6-01A
0 years, male, white, stage:Stage IVA, alive, 635 days
11428.2
TCGA-KU-A6H7-01A
0 years, female, white, stage:Stage IVA, alive, 586 days
11334.2
TCGA-CV-6954-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2002 days
11248.6
TCGA-D6-A4ZB-01A
0 years, male, white, stage:Stage III, alive, 376 days
11181.3
TCGA-CN-A63V-01A
0 years, male, white, stage:Stage IVA, alive, 679 days
11134.6
TCGA-CX-7085-01A
0 years, female, white, stage:Stage I, alive, 321 days
11133.4
TCGA-CR-7372-01A
0 years, male, white, stage:Stage I, alive, 759 days
11129.3
TCGA-TN-A7HL-01A
0 years, male, white, stage:Stage IVA, alive, 619 days
10947.0
TCGA-CN-4740-01A
0 years, female, white, stage:Stage IVA, dead, 839 days
10909.6
TCGA-CR-7386-01A
0 years, male, white, stage:Stage IVA, alive, 1430 days
10875.2
TCGA-CQ-A4CH-01A
0 years, male, asian, stage:Stage II, dead, 379 days
10827.6
TCGA-CX-7219-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1045 days
10772.7
TCGA-CR-6477-01A
0 years, female, white, stage:'--, alive, 514 days
10734.1
TCGA-CV-7428-01A
0 years, male, white, stage:Stage IVA, dead, 1671 days
10678.6
TCGA-CV-6933-01A
0 years, male, white, stage:Stage III, dead, 2741 days
10631.5
TCGA-CQ-7069-01A
0 years, female, white, stage:Stage II, alive, 1274 days
10574.2
TCGA-D6-A4Z9-01A
0 years, male, white, stage:Stage IVA, alive, 539 days
10572.4
TCGA-CV-7432-01A
0 years, male, white, stage:Stage II, dead, 2570 days
10499.0
TCGA-CV-A6JE-01A
0 years, male, white, stage:'--, alive, 1075 days
10280.9
TCGA-HD-7753-01A
0 years, male, black or african american, stage:Stage I, alive, 866 days
10268.7
TCGA-CQ-7068-01A
0 years, female, white, stage:Stage II, alive, 1309 days
10259.7
TCGA-BA-A6DG-01A
0 years, male, white, stage:'--, dead, 69 days
10254.7
TCGA-CN-6013-01A
0 years, male, white, stage:Stage IVA, dead, 727 days
10064.4
TCGA-CV-7091-01A
0 years, male, white, stage:Stage I, alive, 3381 days
9782.5
TCGA-CR-7404-01A
0 years, male, white, stage:'--, alive, 1472 days
9663.9
TCGA-CQ-5326-01A
0 years, male, white, stage:Stage IVA, dead, 89 days
9640.5
TCGA-QK-A6V9-01A
0 years, male, white, stage:Stage II, alive, 833 days
9517.5
TCGA-CQ-6219-01A
0 years, female, white, stage:Stage IVA, dead, 479 days
9505.4
TCGA-P3-A6SX-01A
0 years, male, white, stage:Stage III, dead, 1430 days
9490.3
TCGA-CV-7095-01A
0 years, female, stage:Stage II, dead, 572 days
9486.7
TCGA-CR-7389-01A
0 years, male, black or african american, stage:'--, alive, 392 days
9468.7
TCGA-RS-A6TP-01A
0 years, male, white, stage:Stage II, alive, 516 days
9261.0
TCGA-CV-7433-01A
0 years, male, white, stage:Stage IVA, dead, 601 days
9252.6
TCGA-IQ-7630-01A
0 years, male, white, stage:Stage II, alive, 485 days
9220.2
TCGA-BB-8596-01A
0 years, female, white, stage:Stage IVA, alive, 2161 days
9196.7
TCGA-P3-A5QE-01A
0 years, male, white, stage:Stage III, alive, 1559 days
9150.4
TCGA-CV-A45U-01A
0 years, male, white, stage:Stage IVA, dead, 1079 days
9086.6
TCGA-CV-7252-01A
0 years, female, black or african american, stage:Stage IVA, dead, 151 days
9009.5
TCGA-CN-5358-01A
0 years, male, white, stage:Stage II, dead, 261 days
8980.6
TCGA-CV-6951-01A
0 years, male, white, stage:Stage IVA, dead, 915 days
8807.9
TCGA-CR-6488-01A
0 years, female, white, stage:Stage II, alive, 379 days
8734.0
TCGA-HD-A6HZ-01A
0 years, female, white, stage:Stage III, alive, 111 days
8710.5
TCGA-CN-5370-01A
0 years, male, white, stage:Stage III, dead, 259 days
8670.0
TCGA-CR-7377-01A
0 years, male, white, stage:Stage IVA, dead, 279 days
8542.6
TCGA-CV-A45Y-01A
0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
8527.5
TCGA-CV-7438-01A
0 years, female, white, stage:Stage I, dead, 194 days
8495.9
TCGA-UF-A7JS-01A
0 years, male, white, stage:Stage IVA, dead, 680 days
8278.0
TCGA-CN-A63W-01A
0 years, female, white, stage:Stage IVA, dead, 377 days
8225.5
TCGA-DQ-5624-01A
0 years, female, white, stage:'--, alive, 1778 days
7975.5
TCGA-HD-7754-01A
0 years, male, white, stage:Stage IVA, alive, 783 days
7972.7
TCGA-CR-7365-01A
0 years, male, white, stage:Stage IVA, alive, 1191 days
7832.7
TCGA-CN-5374-01A
0 years, female, white, stage:Stage IVA, dead, 1732 days
7697.4
TCGA-CQ-6227-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
7664.5
TCGA-F7-8489-01A
0 years, male, white, stage:Stage II, alive, 658 days
7649.8
TCGA-F7-A61V-01A
0 years, male, white, stage:Stage II, alive, 759 days
7640.0
TCGA-CQ-A4C6-01A
0 years, male, asian, stage:Stage II, alive, 1353 days
7637.4
TCGA-CR-7388-01A
0 years, female, white, stage:'--, dead, 823 days
7627.7
TCGA-BA-A4IH-01A
0 years, male, white, stage:'--, alive, 622 days
7575.4
TCGA-CV-7255-01A
0 years, female, white, stage:Stage IVA, dead, 64 days
7568.1
TCGA-CV-7104-01A
0 years, female, white, stage:Stage IVA, dead, 393 days
7537.7
TCGA-CR-7390-01A
0 years, male, white, stage:Stage IVA, alive, 1508 days
7508.2
TCGA-D6-6517-01A
0 years, male, white, stage:Stage III, alive, 292 days
7502.4
TCGA-CV-6960-01A
0 years, male, black or african american, stage:Stage III, dead, 862 days
7488.0
TCGA-UP-A6WW-01A
0 years, male, white, stage:'--, alive, 518 days
7457.1
TCGA-BA-A6DL-01A
0 years, male, white, stage:'--, alive, 623 days
7370.4
TCGA-CN-A49B-01A
0 years, male, white, stage:Stage III, alive, 904 days
7283.8
TCGA-QK-A6VB-01A
0 years, male, white, stage:Stage IVA, alive, 641 days
7229.6
TCGA-CV-6938-01A
0 years, male, white, stage:Stage II, dead, 144 days
7214.5
TCGA-CV-5976-01A
0 years, male, white, stage:Stage IVA, alive, 1478 days
7198.3
TCGA-F7-7848-01A
0 years, male, white, stage:Stage IVA, alive, 1131 days
7180.0
TCGA-CN-4738-01A
0 years, male, white, stage:Stage IVA, dead, 436 days
7065.7
TCGA-CN-A499-01A
0 years, female, white, stage:Stage II, alive, 717 days
7016.2
TCGA-CV-7414-01A
0 years, male, white, stage:Stage IVA, dead, 14 days
6987.4
TCGA-T2-A6X2-01A
0 years, male, white, stage:Stage III, alive, 987 days
6971.1
TCGA-UF-A71B-01A
0 years, male, white, stage:Stage IVA, alive, 1506 days
6925.3
TCGA-CN-6995-01A
0 years, male, white, stage:Stage IVA, dead, 112 days
6575.8
TCGA-CV-7247-01A
0 years, male, white, stage:Stage III, dead, 577 days
6562.1
TCGA-BB-8601-01A
0 years, male, black or african american, stage:Stage III, alive, 624 days
6552.4
TCGA-CR-7392-01A
0 years, female, white, stage:Stage IVA, alive, 1425 days
6545.9
TCGA-F7-A61W-01A
0 years, male, asian, stage:Stage IVA, alive, 14 days
6388.4
TCGA-CV-6937-01A
0 years, male, white, stage:Stage II, dead, 624 days
6366.6
TCGA-BA-A4IF-01A
0 years, male, white, stage:'--, alive, 895 days
6348.1
TCGA-D6-6515-01A
0 years, female, white, stage:Stage II, dead, 403 days
6328.4
TCGA-CV-5432-01A
0 years, male, white, stage:Stage III, alive, 3930 days
6311.5
TCGA-QK-AA3J-01A
0 years, male, black or african american, stage:Stage I, alive, 466 days
6227.4
TCGA-CV-7422-01A
0 years, female, white, stage:Stage IVA, dead, 1037 days
6055.4
TCGA-BA-7269-01A
0 years, male, white, stage:Stage III, alive, 1273 days
6014.5
TCGA-CV-5979-01A
0 years, male, white, stage:Stage IVA, alive, 1315 days
5973.4
TCGA-CV-7236-01A
0 years, female, white, stage:Stage IVA, dead, 144 days
5963.6
TCGA-CV-A6JZ-01A
0 years, male, white, stage:Stage II, alive, 714 days
5949.5
TCGA-CN-6996-01A
0 years, female, white, stage:Stage IVA, dead, 530 days
5937.5
TCGA-CR-7383-01A
0 years, female, white, stage:Stage I, dead, 521 days
5852.5
TCGA-CR-7371-01A
0 years, female, white, stage:Stage III, dead, 94 days
5675.7
TCGA-BA-6869-01A
0 years, male, white, stage:Stage III, alive, 644 days
5669.8
TCGA-UF-A7JT-01A
0 years, female, white, stage:Stage IVA, dead, 993 days
5656.9
TCGA-CV-A45Z-01A
0 years, male, white, stage:'--, dead, 1466 days
5610.3
TCGA-CN-6011-01A
0 years, male, white, stage:Stage IVA, alive, 933 days
5582.8
TCGA-UF-A7JH-01A
0 years, male, black or african american, stage:Stage IVA, alive, 896 days
5525.6
TCGA-D6-6826-01A
0 years, female, white, stage:Stage IVA, dead, 348 days
5521.4
TCGA-BA-5555-01A
0 years, male, black or african american, stage:Stage IVA, alive, 520 days
5427.7
TCGA-CN-A49A-01A
0 years, male, white, stage:Stage IVB, dead, 526 days
5328.5
TCGA-CQ-A4CD-01A
0 years, male, white, stage:Stage IVA, alive, 1022 days
5271.3
TCGA-CV-5977-01A
0 years, male, white, stage:Stage IVA, alive, 1840 days
5230.9
TCGA-CR-7364-01A
0 years, male, white, stage:Stage III, alive, 1435 days
5215.4
TCGA-CV-7101-01A
0 years, male, white, stage:Stage II, dead, 160 days
5199.5
TCGA-CV-7435-01A
0 years, female, white, stage:Stage IVA, dead, 4680 days
5192.4
TCGA-HD-8635-01A
0 years, female, white, stage:Stage III, alive, 695 days
5144.8
TCGA-CN-A6UY-01A
0 years, male, white, stage:Stage IVA, alive, 713 days
5130.2
TCGA-UF-A7JK-01A
0 years, male, stage:Stage IVA, dead, 424 days
5109.5
TCGA-HD-7229-01A
0 years, male, white, stage:Stage IVA, alive, 1027 days
5097.8
TCGA-HD-8224-01A
0 years, male, white, stage:Stage IVA, dead, 446 days
5031.3
TCGA-CV-7434-01A
0 years, male, white, stage:Stage IVA, dead, 218 days
4947.1
TCGA-CV-7407-01A
0 years, female, white, stage:Stage II, dead, 1081 days
4937.6
TCGA-CV-6959-01A
0 years, male, white, stage:Stage III, dead, 256 days
4935.1
TCGA-CN-5355-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1278 days
4845.8
TCGA-CR-5250-01A
0 years, male, white, stage:'--, alive, 799 days
4799.3
TCGA-CQ-5324-01A
0 years, male, white, stage:Stage III, alive, 1593 days
4786.8
TCGA-CQ-6225-01A
0 years, male, white, stage:Stage III, dead, 403 days
4777.4
TCGA-CR-5243-01A
0 years, male, white, stage:'--, alive, 2562 days
4770.3
TCGA-CR-7380-01A
0 years, male, white, stage:Stage IVB, dead, 606 days
4660.1
TCGA-CN-A6V7-01A
0 years, male, white, stage:Stage IVA, alive, 594 days
4634.7
TCGA-CV-7250-01A
0 years, male, white, stage:Stage IVA, dead, 2900 days
4626.6
TCGA-CR-6493-01A
0 years, male, black or african american, stage:Stage IVA, dead, 282 days
4623.4
TCGA-CR-7376-01A
0 years, male, white, stage:Stage III, alive, 972 days
4616.1
TCGA-WA-A7H4-01A
0 years, male, white, stage:Stage II, alive, 443 days
4604.4
TCGA-UF-A7JV-01A
0 years, female, white, stage:Stage IVA, dead, 90 days
4598.2
TCGA-D6-A6EM-01A
0 years, female, white, stage:Stage III, alive, 232 days
4546.1
TCGA-CQ-A4CB-01A
0 years, male, stage:Stage III, alive, 893 days
4517.6
TCGA-QK-A64Z-01A
0 years, female, white, stage:Stage IVA, dead, 641 days
4459.5
TCGA-CV-A460-01A
0 years, male, white, stage:'--, dead, 1838 days
4289.6
TCGA-D6-8568-01A
0 years, male, white, stage:Stage II, alive, 759 days
4288.5
TCGA-IQ-A61H-01A
0 years, male, white, stage:Stage II, alive, 1138 days
4283.5
TCGA-CV-7178-01A
0 years, female, white, stage:Stage IVA, dead, 2166 days
4169.5
TCGA-CV-6961-01A
0 years, male, white, stage:Stage II, dead, 76 days
4157.5
TCGA-CN-A63T-01A
0 years, male, white, stage:Stage IVA, alive, 225 days
4151.0
TCGA-BA-4074-01A
0 years, male, white, stage:Stage IVA, dead, 462 days
4142.5
TCGA-T2-A6X0-01A
0 years, male, white, stage:'--, alive, 216 days
3895.9
TCGA-BB-4217-01A
0 years, male, black or african american, stage:Stage IVA, alive, 187 days
3876.3
TCGA-CN-5366-01A
0 years, male, white, stage:Stage IVA, dead, 360 days
3866.6
TCGA-CV-7245-01A
0 years, male, white, stage:Stage IVA, alive, 797 days
3861.0
TCGA-P3-A6T2-01A
0 years, male, white, stage:Stage IVA, alive, 2298 days
3722.7
TCGA-CV-7568-01A
0 years, female, white, stage:Stage IVA, dead, 927 days
3717.8
TCGA-CQ-6228-01A
0 years, female, white, stage:Stage IVA, dead, 456 days
3710.0
TCGA-P3-A6T0-01A
0 years, female, white, stage:Stage IVA, alive, 578 days
3707.2
TCGA-CN-6024-01A
0 years, male, white, stage:Stage IVA, dead, 337 days
3693.3
TCGA-CN-4731-01A
0 years, female, white, stage:Stage IVA, dead, 998 days
3676.6
TCGA-CV-7097-01A
0 years, male, white, stage:Stage II, dead, 385 days
3676.0
TCGA-P3-A5Q6-01A
0 years, male, white, stage:Stage IVA, dead, 480 days
3672.7
TCGA-D6-6827-01A
0 years, female, white, stage:Stage I, alive, 568 days
3661.8
TCGA-CN-5356-01A
0 years, male, white, stage:Stage III, alive, 1409 days
3643.3
TCGA-CV-7090-01A
0 years, male, white, stage:Stage II, alive, 5252 days
3545.4
TCGA-WA-A7GZ-01A
0 years, male, white, stage:'--, dead, 625 days
3442.9
TCGA-BA-6873-01A
0 years, male, white, stage:Stage IVA, alive, 122 days
3424.1
TCGA-CV-5430-01A
0 years, male, white, stage:Stage IVA, alive, 4241 days
3401.0
TCGA-CR-6478-01A
0 years, female, white, stage:'--, dead, 183 days
3400.5
TCGA-CN-6012-01A
0 years, male, white, stage:Stage IVA, alive, 1460 days
3388.5
TCGA-CN-4736-01A
0 years, female, white, stage:'--, dead, 395 days
3380.1
TCGA-CV-7177-01A
0 years, female, white, stage:Stage II, dead, 663 days
3220.3
TCGA-CV-A6JM-01A
0 years, male, white, stage:'--, dead, 194 days
3207.3
TCGA-CV-5440-01A
0 years, male, white, stage:Stage IVA, alive, 3270 days
3201.9
TCGA-4P-AA8J-01A
0 years, male, black or african american, stage:Stage IVA, alive, 102 days
3180.1
TCGA-BA-5153-01A
0 years, male, white, stage:'--, dead, 1762 days
3086.1
TCGA-CN-6019-01A
0 years, male, white, stage:Stage IVA, alive, 1038 days
2990.9
TCGA-H7-8501-01A
0 years, male, white, stage:Stage IVA, alive, 461 days
2967.8
TCGA-CN-5367-01A
0 years, female, white, stage:Stage IVA, dead, 352 days
2960.7
TCGA-CV-7446-01A
0 years, male, white, stage:Stage IVA, dead, 1093 days
2952.1
TCGA-DQ-7588-01A
0 years, male, white, stage:'--, dead, 427 days
2924.7
TCGA-CR-6473-01A
0 years, male, white, stage:'--, alive, 1125 days
2900.3
TCGA-CN-4737-01A
0 years, male, white, stage:Stage IVA, alive, 625 days
2846.5
TCGA-P3-A6T6-01A
0 years, male, white, stage:Stage IVA, dead, 395 days
2846.4
TCGA-CV-6003-01A
0 years, female, white, stage:Stage III, alive, 1665 days
2829.7
TCGA-CV-6942-01A
0 years, female, white, stage:Stage II, alive, 4282 days
2816.9
TCGA-CR-7402-01A
0 years, male, white, stage:'--, alive, 911 days
2802.7
TCGA-CV-5444-01A
0 years, male, black or african american, stage:Stage IVA, alive, 2437 days
2801.8
TCGA-CQ-5329-01A
0 years, female, white, stage:Stage II, alive, 2143 days
2782.8
TCGA-CR-7379-01A
0 years, female, white, stage:Stage IVA, alive, 1036 days
2731.1
TCGA-D6-A74Q-01A
0 years, male, white, stage:Stage IVA, alive, 710 days
2729.0
TCGA-D6-A6EN-01A
0 years, male, white, stage:Stage III, alive, 687 days
2634.8
TCGA-DQ-7592-01A
0 years, male, american indian or alaska native, stage:'--, alive, 1143 days
2598.6
TCGA-UF-A7JO-01A
0 years, female, white, stage:Stage IVA, dead, 631 days
2585.2
TCGA-CN-5361-01A
0 years, male, white, stage:Stage IVA, dead, 2120 days
2554.2
TCGA-QK-A8ZA-01A
0 years, male, black or african american, stage:'--, dead, 371 days
2525.6
TCGA-CR-7373-01A
0 years, male, white, stage:Stage IVA, alive, 889 days
2521.0
TCGA-CN-4733-01A
0 years, male, white, stage:Stage III, alive, 1586 days
2490.5
TCGA-CV-7248-01A
0 years, female, black or african american, stage:Stage IVA, dead, 521 days
2487.6
TCGA-CN-6994-01A
0 years, male, white, stage:Stage IVA, alive, 1183 days
2450.0
TCGA-CV-5441-01A
0 years, male, white, stage:Stage IVA, alive, 2886 days
2424.6
TCGA-CQ-5333-01A
0 years, male, white, stage:Stage II, dead, 341 days
2398.2
TCGA-QK-A6IF-01A
0 years, male, white, stage:'--, alive, 704 days
2343.2
TCGA-UF-A71A-01A
0 years, male, white, stage:Stage IVA, dead, 86 days
2341.2
TCGA-CN-6988-01A
0 years, male, white, stage:Stage IVA, alive, 318 days
2220.6
TCGA-H7-8502-01A
0 years, male, white, stage:Stage IVA, alive, 458 days
2215.6
TCGA-CV-5431-01A
0 years, male, white, stage:Stage IVA, dead, 522 days
2195.8
TCGA-CV-5443-01A
0 years, male, black or african american, stage:Stage III, alive, 2784 days
2158.1
TCGA-CV-5436-01A
0 years, male, stage:Stage IVA, dead, 584 days
2147.8
TCGA-F7-8298-01A
0 years, male, white, stage:Stage I, alive, 995 days
2145.4
TCGA-CN-4723-01A
0 years, male, white, stage:Stage IVA, alive, 1699 days
2138.5
TCGA-CV-5971-01A
0 years, male, white, stage:Stage IVA, alive, 701 days
2070.8
TCGA-CN-5360-01A
0 years, male, white, stage:Stage IVA, alive, 2169 days
2029.4
TCGA-CQ-A4CG-01A
0 years, female, white, stage:Stage III, dead, 430 days
1994.5
TCGA-UF-A7JA-01A
0 years, female, white, stage:Stage IVA, alive, 2265 days
1988.5
TCGA-BB-A5HY-01A
0 years, male, white, stage:Stage IVA, dead, 321 days
1967.7
TCGA-HD-7832-01A
0 years, male, white, stage:Stage IVA, alive, 836 days
1965.8
TCGA-CV-7242-01A
0 years, female, white, stage:Stage II, alive, 1095 days
1863.6
TCGA-CV-7415-01A
0 years, male, white, stage:Stage IVA, dead, 695 days
1838.3
TCGA-D6-6824-01A
0 years, male, white, stage:Stage IVA, alive, 77 days
1810.3
TCGA-CN-6016-01A
0 years, male, white, stage:Stage IVA, alive, 1443 days
1793.6
TCGA-BA-4075-01A
0 years, male, black or african american, stage:Stage III, dead, 283 days
1756.0
TCGA-CQ-A4C7-01A
0 years, male, white, stage:Stage III, dead, 353 days
1676.4
TCGA-CR-6470-01A
0 years, male, white, stage:Stage II, alive, 1521 days
1675.5
TCGA-CR-6482-01A
0 years, male, black or african american, stage:'--, alive, 345 days
1669.2
TCGA-CN-4730-01A
0 years, male, white, stage:Stage IVA, alive, 817 days
1645.5
TCGA-T2-A6WX-01A
0 years, female, white, stage:'--, dead, 209 days
1635.0
TCGA-T3-A92N-01A
0 years, male, black or african american, stage:Stage IVA, dead, 95 days
1587.5
TCGA-CN-4728-01A
0 years, male, white, stage:Stage IVA, alive, 1724 days
1551.7
TCGA-T3-A92M-01A
0 years, male, black or african american, stage:Stage IVA, alive, 417 days
1548.4
TCGA-CR-7374-01A
0 years, female, white, stage:'--, alive, 30 days
1538.1
TCGA-CV-7421-01A
0 years, male, white, stage:Stage IVA, dead, 2 days
1534.8
TCGA-CV-A461-01A
0 years, male, white, stage:'--, dead, 2064 days
1513.9
TCGA-CV-7102-01A
0 years, female, white, stage:Stage IVA, dead, 56 days
1403.6
TCGA-D6-6823-01A
0 years, male, white, stage:Stage II, alive, 701 days
1387.0
TCGA-CR-6474-01A
0 years, male, white, stage:Stage IVA, dead, 564 days
1362.3
TCGA-CV-7416-01A
0 years, female, white, stage:Stage IVA, dead, 763 days
1313.2
TCGA-HD-7831-01A
0 years, male, white, stage:Stage IVA, alive, 667 days
1312.8
TCGA-CV-6941-01A
0 years, male, white, stage:Stage III, dead, 342 days
1262.7
TCGA-CN-6022-01A
0 years, male, white, stage:Stage IVA, dead, 281 days
1262.2
TCGA-CN-A642-01A
0 years, male, white, stage:Stage IVB, dead, 82 days
1255.0
TCGA-DQ-5629-01A
0 years, male, white, stage:'--, dead, 941 days
1224.9
TCGA-HD-8314-01A
0 years, male, white, stage:Stage III, alive, 670 days
1159.0
TCGA-CV-6433-01A
0 years, male, white, stage:Stage II, alive, 641 days
1130.1
TCGA-CQ-5332-01A
0 years, male, white, stage:Stage III, dead, 317 days
1128.5
TCGA-CV-7263-01A
0 years, male, black or african american, stage:Stage II, dead, 560 days
1094.4
TCGA-MT-A7BN-01A
0 years, male, white, stage:Stage IVA, alive, 469 days
1056.1
TCGA-CV-7235-01A
0 years, male, white, stage:Stage II, alive, 2347 days
1041.4
TCGA-QK-A8Z7-01A
0 years, male, black or african american, stage:Stage IVA, alive, 392 days
1004.8
TCGA-CR-7399-01A
0 years, female, white, stage:Stage IVA, alive, 181 days
998.3
TCGA-CV-A6JD-01A
0 years, female, white, stage:'--, dead, 182 days
983.2
TCGA-CV-6441-01A
0 years, male, white, stage:Stage III, dead, 292 days
974.5
TCGA-CV-5978-01A
0 years, female, black or african american, stage:Stage IVB, dead, 215 days
972.9
TCGA-CQ-5330-01A
0 years, female, white, stage:Stage IVA, alive, 1897 days
956.6
TCGA-CV-6934-01A
0 years, female, white, stage:Stage IVA, dead, 65 days
947.0
TCGA-CN-6017-01A
0 years, male, white, stage:Stage IVA, dead, 853 days
938.1
TCGA-CV-A6JU-01A
0 years, female, white, stage:Stage IVB, alive, 110 days
915.0
TCGA-BA-A6D8-01A
0 years, male, black or african american, stage:Stage IVA, alive, 850 days
905.1
TCGA-P3-A6T8-01A
0 years, male, white, stage:Stage IVA, alive, 400 days
853.4
TCGA-CN-5363-01A
0 years, male, black or african american, stage:Stage IVB, dead, 253 days
848.9
TCGA-IQ-7631-01A
0 years, female, white, stage:Stage II, alive, 1172 days
843.2
TCGA-BB-4225-01A
0 years, male, white, stage:'--, alive, 146 days
829.3
TCGA-CV-7261-01A
0 years, male, white, stage:Stage IVA, alive, 1512 days
827.8
TCGA-KU-A66S-01A
0 years, female, white, stage:Stage III, dead, 406 days
806.0
TCGA-BB-4228-01A
0 years, male, white, stage:Stage III, alive, 559 days
771.1
TCGA-CV-6939-01A
0 years, male, white, stage:Stage IVA, dead, 666 days
756.6
TCGA-CV-7100-01A
0 years, male, white, stage:Stage III, dead, 274 days
742.2
TCGA-CV-7406-01A
0 years, male, white, stage:Stage II, dead, 1748 days
713.6
TCGA-CN-6010-01A
0 years, male, white, stage:Stage IVA, alive, 1523 days
699.5
TCGA-CV-6950-01A
0 years, male, white, stage:Stage IVA, dead, 459 days
695.9
TCGA-CR-7382-01A
0 years, male, white, stage:Stage IVA, alive, 796 days
692.9
TCGA-CV-6962-01A
0 years, male, white, stage:Stage IVA, dead, 126 days
628.9
TCGA-P3-A5QA-01A
0 years, male, stage:Stage I, alive, 2182 days
625.8
TCGA-CN-6989-01A
0 years, male, white, stage:Stage IVA, dead, 980 days
581.0
TCGA-CQ-6224-01A
0 years, male, white, stage:Stage IVA, alive, 1721 days
502.4
TCGA-CV-7253-01A
0 years, male, black or african american, stage:Stage IVA, dead, 361 days
486.0
TCGA-CN-6018-01A
0 years, female, white, stage:Stage IVA, dead, 580 days
454.7
TCGA-DQ-5631-01A
0 years, male, white, stage:'--, dead, 548 days
448.2
TCGA-CN-6992-01A
0 years, male, white, stage:Stage IVA, alive, 1066 days
443.9
TCGA-CN-4735-01A
0 years, male, white, stage:Stage IVA, alive, 1737 days
434.1
TCGA-CV-7437-01A
0 years, male, stage:Stage II, dead, 506 days
419.3
TCGA-QK-A6IG-01A
0 years, male, white, stage:Stage III, dead, 222 days
416.7
TCGA-BA-6871-01A
0 years, male, white, stage:'--, dead, 108 days
413.8
TCGA-CV-6948-01A
0 years, female, white, stage:Stage IVB, dead, 1289 days
403.9
TCGA-UF-A7JD-01A
0 years, male, stage:Stage IVA, dead, 739 days
402.6
TCGA-CX-7082-01A
0 years, male, white, stage:Stage IVA, dead, 11 days
395.9
TCGA-CV-7254-01A
0 years, male, white, stage:Stage II, dead, 1459 days
388.8
TCGA-BB-4223-01A
0 years, male, white, stage:Stage IVA, alive, 3221 days
373.2
TCGA-CR-7370-01A
0 years, female, white, stage:'--, alive, 105 days
312.8
TCGA-DQ-7591-01A
0 years, male, white, stage:'--, alive, 622 days
287.5
TCGA-BA-5559-01A
0 years, male, white, stage:'--, dead, 2083 days
282.3
TCGA-CX-A4AQ-01A
0 years, male, white, stage:Stage IVA, alive, 1555 days
279.9
TCGA-CN-4727-01A
0 years, male, white, stage:Stage IVA, alive, 1560 days
278.5
TCGA-UF-A7J9-01A
0 years, male, white, stage:Stage IVA, alive, 1358 days
263.1
TCGA-CV-7103-01A
0 years, male, white, stage:Stage IVA, dead, 1591 days
239.6
TCGA-CV-6935-01A
0 years, male, white, stage:Stage IVA, dead, 295 days
217.1
TCGA-TN-A7HI-01A
0 years, male, white, stage:Stage IVA, alive, 412 days
215.3
TCGA-CV-A45W-01A
0 years, male, white, stage:Stage II, dead, 1398 days
211.8
TCGA-CV-7440-01A
0 years, male, white, stage:Stage II, dead, 675 days
190.2
TCGA-CR-6467-01A
0 years, male, white, stage:Stage III, alive, 1777 days
172.0
TCGA-D6-A6EO-01A
0 years, male, white, stage:Stage IVA, alive, 759 days
168.0
TCGA-CV-5434-01A
0 years, male, black or african american, stage:Stage IVA, dead, 3314 days
142.7
TCGA-CV-7418-01A
0 years, male, black or african american, stage:Stage IVA, dead, 789 days
142.0
TCGA-CV-7424-01A
0 years, male, asian, stage:Stage IVA, dead, 453 days
127.0
TCGA-CN-6023-01A
0 years, male, white, stage:Stage IVA, alive, 1584 days
121.2
TCGA-RS-A6TO-01A
0 years, female, white, stage:Stage IVA, dead, 387 days
109.5
TCGA-F7-A624-01A
0 years, male, white, stage:Stage II, alive, 378 days
101.9
TCGA-CV-5966-01A
0 years, female, white, stage:Stage IVA, dead, 545 days
98.5
TCGA-CR-7398-01A
0 years, female, white, stage:Stage II, alive, 156 days
97.3
TCGA-CN-A497-01A
0 years, male, stage:Stage III, alive, 1065 days
88.8
TCGA-BA-4078-01A
0 years, male, white, stage:'--, dead, 276 days
77.8
TCGA-CR-5247-01A
0 years, male, black or african american, stage:'--, alive, 358 days
73.8
TCGA-D6-A6EP-01A
0 years, male, white, stage:Stage III, alive, 424 days
70.8
TCGA-CN-6997-01A
0 years, male, white, stage:Stage IVA, dead, 988 days
68.2
TCGA-CQ-6221-01A
0 years, male, white, stage:'--, alive, 1000 days
56.8
TCGA-BA-A8YP-01A
0 years, male, black or african american, stage:Stage IVB, alive, 499 days
56.7
TCGA-CQ-A4CI-01A
0 years, male, white, stage:Stage III, alive, 950 days
50.1
TCGA-CQ-7072-01A
0 years, male, white, stage:Stage II, alive, 2359 days
48.1
TCGA-CN-A63U-01A
0 years, male, white, stage:Stage IVA, alive, 964 days
45.6
TCGA-CV-7429-01A
0 years, male, white, stage:Stage IVA, dead, 107 days
38.9
TCGA-CV-5435-01A
0 years, male, white, stage:Stage IVA, dead, 2319 days
38.1
TCGA-IQ-A61O-01A
0 years, male, white, stage:Stage IVA, dead, 421 days
30.0
TCGA-CR-6487-01A
0 years, male, white, stage:Stage I, alive, 234 days
28.7
TCGA-HD-A634-01A
0 years, male, white, stage:Stage IVA, dead, 130 days
26.7
TCGA-QK-AA3K-01A
0 years, male, black or african american, stage:Stage IVA, alive, 253 days
18.7
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0169740004
Normal
2.7
CPT0245600003
Tumor
2.0
CPT0246670003
Tumor
1.8
CPT0199700003
Tumor
1.6
CPT0281470002
Normal
1.6
CPT0194420003
Tumor
1.5
CPT0226350003
Normal
1.4
CPT0223450003
Tumor
1.4
CPT0222360003
Tumor
1.4
CPT0245460003
Normal
1.4
CPT0236620003
Tumor
1.3
CPT0163250003
Normal
1.2
CPT0226270003
Normal
1.2
CPT0163610003
Normal
1.2
CPT0163600003
Tumor
1.2
CPT0011130005
Tumor
1.2
CPT0194960003
Tumor
1.2
CPT0229220002
Normal
1.1
CPT0169890003
Tumor
1.1
C3N-00295-05
Normal
1.1
CPT0278700002
Normal
1.0
CPT0177220003
Normal
1.0
CPT0095040003
Tumor
1.0
CPT0163720003
Normal
1.0
CPT0226090003
Normal
0.9
CPT0241980004
Tumor
0.8
CPT0245300003
Tumor
0.8
C3N-00857-05
Normal
0.8
CPT0088010003
Normal
0.8
CPT0248330003
Tumor
0.8
CPT0245020003
Normal
0.8
CPT0226450003
Normal
0.8
CPT0008960003
Normal
0.7
CPT0177010003
Tumor
0.7
CPT0244940004
Tumor
0.7
CPT0163020003
Normal
0.7
CPT0226130003
Tumor
0.7
CPT0163860003
Normal
0.6
CPT0088410003
Tumor
0.6
CPT0199890003
Normal
0.6
CPT0235920003
Normal
0.6
CPT0223460003
Normal
0.5
CPT0163790003
Tumor
0.5
CPT0087990003
Tumor
0.5
CPT0163240003
Tumor
0.5
CPT0094580003
Normal
0.5
C3N-04279-05
Normal
0.5
CPT0163430003
Normal
0.4
CPT0163740003
Tumor
0.4
CPT0176770003
Tumor
0.4
CPT0163170003
Normal
0.4
CPT0245130003
Tumor
0.4
CPT0220610003
Tumor
0.4
CPT0235460003
Tumor
0.4
C3N-04275-05
Normal
0.4
C3N-01758-04
Normal
0.4
CPT0162990004
Tumor
0.3
CPT0199830003
Normal
0.3
CPT0011320003
Normal
0.3
CPT0196060003
Normal
0.3
CPT0237130004
Tumor
0.3
CPT0195700003
Normal
0.2
CPT0162940003
Tumor
0.2
CPT0237640003
Normal
0.2
CPT0195860003
Tumor
0.2
CPT0199710003
Normal
0.2
CPT0163800003
Normal
0.1
CPT0008520008
Tumor
0.1
CPT0088430003
Normal
0.1
CPT0248520003
Tumor
0.1
CPT0163340003
Tumor
0.1
CPT0008630003
Tumor
0.1
CPT0245180003
Tumor
0.1
CPT0163650003
Tumor
0.0
CPT0094560004
Tumor
0.0
CPT0088060004
Tumor
0.0
CPT0245190003
Normal
0.0
CPT0084650004
Normal
0.0
CPT0177200003
Tumor
0.0
CPT0163490003
Normal
0.0
CPT0163410003
Tumor
-0.1
CPT0201860004
Normal
-0.1
CPT0226440003
Tumor
-0.1
CPT0223970003
Tumor
-0.1
CPT0226340003
Tumor
-0.1
CPT0011290003
Tumor
-0.1
CPT0207870004
Tumor
-0.1
CPT0236870003
Normal
-0.1
CPT0236850004
Tumor
-0.2
CPT0088080003
Normal
-0.2
CPT0169640003
Tumor
-0.2
CPT0194260003
Normal
-0.2
CPT0235910003
Tumor
-0.2
CPT0094350004
Tumor
-0.2
CPT0222180003
Tumor
-0.2
CPT0194250003
Tumor
-0.2
CPT0248350003
Normal
-0.2
CPT0087820003
Tumor
-0.2
CPT0226400003
Normal
-0.3
CPT0256560003
Tumor
-0.3
CPT0123260003
Tumor
-0.4
CPT0024810003
Tumor
-0.4
CPT0237500003
Normal
-0.4
CPT0184530003
Tumor
-0.4
C3N-01620-05
Normal
-0.4
CPT0162890003
Tumor
-0.5
CPT0177710003
Tumor
-0.5
CPT0242000004
Normal
-0.5
CPT0194800003
Normal
-0.5
CPT0245410003
Normal
-0.5
CPT0123180003
Tumor
-0.6
CPT0235470002
Normal
-0.6
CPT0245630003
Tumor
-0.6
CPT0220620003
Normal
-0.6
C3N-02693-06
Normal
-0.6
CPT0196040003
Tumor
-0.6
CPT0245730003
Tumor
-0.6
CPT0236640003
Normal
-0.7
CPT0245680003
Tumor
-0.7
CPT0190860003
Normal
-0.7
C3N-04276-06
Normal
-0.7
CPT0199820003
Tumor
-0.7
CPT0237620004
Tumor
-0.7
CPT0195880003
Normal
-0.7
CPT0245550003
Tumor
-0.7
CPT0245400003
Tumor
-0.7
CPT0013210004
Tumor
-0.7
CPT0246540003
Tumor
-0.8
CPT0177390003
Tumor
-0.8
CPT0245560003
Normal
-0.8
CPT0245140003
Normal
-0.8
CPT0013030003
Normal
-0.8
CPT0163480003
Tumor
-0.8
CPT0237150003
Normal
-0.8
CPT0013000004
Tumor
-0.8
CPT0245500003
Tumor
-0.9
CPT0127050003
Tumor
-0.9
CPT0123190003
Normal
-0.9
CPT0243140004
Normal
-1.0
CPT0084630009
Tumor
-1.0
CPT0094280004
Tumor
-1.0
CPT0013250003
Normal
-1.0
CPT0013460003
Normal
-1.0
CPT0226390003
Tumor
-1.0
CPT0008930003
Tumor
-1.1
CPT0201830004
Tumor
-1.1
CPT0222200003
Normal
-1.1
CPT0245450003
Tumor
-1.1
CPT0163840003
Tumor
-1.1
CPT0196210003
Tumor
-1.1
CPT0013430003
Tumor
-1.2
C3N-01859-04
Normal
-1.2
CPT0199880003
Tumor
-1.2
CPT0246590003
Tumor
-1.2
CPT0123280003
Normal
-1.2
CPT0243090003
Tumor
-1.2
CPT0237480004
Tumor
-1.2
CPT0094420004
Tumor
-1.2
CPT0246620003
Tumor
-1.3
CPT0169920003
Normal
-1.3
CPT0245010003
Tumor
-1.3
CPT0261520003
Tumor
-1.3
CPT0245060004
Tumor
-1.3
CPT0163160003
Tumor
-1.4
CPT0194790003
Tumor
-1.4
CPT0226030003
Tumor
-1.5
CPT0013130003
Tumor
-1.6
CPT0169730003
Tumor
-1.6
CPT0163530003
Tumor
-1.7
CPT0250310003
Tumor
-1.7
CPT0190850003
Tumor
-1.8
CPT0163090003
Tumor
-1.8
CPT0226250004
Tumor
-1.8
CPT0244890004
Tumor
-2.0
CPT0163910003
Tumor
-2.0
CPT0094490004
Tumor
-2.0
CPT0245230004
Tumor
-2.0
CPT0195680003
Tumor
-2.2
CPT0245350003
Tumor
-2.2
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.