We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
S100A9 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
10518.9
Number of samples
492
Samples
Sample
Description
TPM
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
47809.2
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
46911.8
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
44038.3
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
42653.2
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
42316.3
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
40776.0
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
38143.5
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
36425.8
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
35967.5
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
35330.7
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
35104.9
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
34213.8
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
33708.4
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
33463.0
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
33301.9
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
32851.4
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
32776.4
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
32641.1
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
31684.4
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
31579.9
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
30999.0
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
30776.7
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
30704.9
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
30689.1
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
30609.2
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
30420.4
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
30346.5
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
28862.3
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
28029.0
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
27905.6
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
27775.6
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
27734.4
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
27723.6
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
27635.0
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
27307.0
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
27252.6
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
26951.9
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
26933.5
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
26352.4
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
26291.4
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
26248.6
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
26131.6
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
25970.6
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
25911.3
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
25653.7
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
25277.2
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
25264.7
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
25183.2
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
25109.1
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
25019.5
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
24876.3
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
24789.4
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
24641.8
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
24640.7
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
24376.2
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
24091.1
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
24024.1
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
23964.1
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
23922.3
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
23810.0
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
23801.6
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
23618.0
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
23517.2
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
23368.9
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
23356.3
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
23090.3
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
22979.7
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
22979.2
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
22851.7
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
22699.5
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
22085.5
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
21904.6
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
21879.2
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
21426.3
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
21146.7
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
21026.8
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
20889.8
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
20877.5
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
20748.2
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
20742.4
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
20549.5
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
20227.2
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
20165.1
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
19977.3
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
19954.1
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
19871.6
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
19719.1
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
19703.3
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
19425.8
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
19237.9
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
19098.5
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
18939.1
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
18906.8
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
18809.7
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
18760.1
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
18751.6
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
18724.6
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
18423.2
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
18235.7
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
18170.0
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
18127.0
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
18088.8
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
18075.1
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
17861.2
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
17690.8
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
17630.1
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
17524.4
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
17460.0
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
17366.9
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
17250.3
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
17133.1
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
17010.8
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
16872.7
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
16869.6
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
16838.5
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
16685.8
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
16545.0
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
16515.9
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
16324.5
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
16263.9
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
16221.3
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
16210.6
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
16192.7
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
15995.5
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
15724.9
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
15425.4
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
15351.8
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
15290.9
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
15262.4
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
15260.2
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
15248.7
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
15237.6
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
15184.0
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
15183.5
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
15056.3
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
14844.5
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
14619.4
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
14452.2
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
14388.6
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
14378.1
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
14343.0
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
14285.0
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
14208.4
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
14100.9
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
14088.3
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
13959.2
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
13919.1
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
13777.0
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
13740.5
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
13730.2
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
13640.9
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
13541.0
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
13532.8
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
13487.4
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
13453.0
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
13437.3
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
13384.6
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
13175.5
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
13129.8
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
12978.3
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
12833.9
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
12813.4
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
12752.2
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
12718.4
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
12698.6
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
12604.6
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
12592.9
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
12526.7
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
12199.9
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
12150.0
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
12147.5
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
12096.9
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
11947.1
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
11932.9
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
11921.8
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
11807.9
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
11782.5
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
11754.3
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
11713.5
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
11705.0
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
11663.8
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
11656.4
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
11516.2
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
11456.6
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
11284.7
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
11162.6
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
11146.9
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
10992.9
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
10982.9
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
10903.6
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
10901.2
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
10890.6
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
10817.0
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
10757.3
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
10711.8
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
10638.2
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
10559.7
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
10418.1
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
10366.4
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
10350.7
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
10292.6
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
10235.9
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
10195.5
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
10045.5
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
10009.4
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
9831.8
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
9669.4
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
9605.1
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
9589.8
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
9517.6
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
9513.7
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
9483.8
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
9404.7
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
9067.5
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
8992.4
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
8938.6
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
8864.4
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
8761.2
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
8674.6
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
8574.2
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
8547.7
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
8521.3
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
8489.1
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
8486.4
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
8389.9
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
8362.3
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
8236.1
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
8151.0
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
8112.9
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
8101.8
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
8068.0
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
8026.5
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
7993.7
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
7977.9
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
7969.7
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
7968.9
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
7952.3
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
7936.5
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
7879.4
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
7876.7
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
7849.1
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
7813.1
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
7803.7
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
7790.0
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
7643.4
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
7617.7
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
7602.1
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
7543.8
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
7504.4
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
7493.8
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
7475.9
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
7399.5
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
7392.6
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
7376.3
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
7305.7
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
7289.0
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
7268.2
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
7228.8
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
7220.2
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
7149.4
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
7106.6
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
6945.5
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
6934.3
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
6861.3
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
6854.9
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
6835.9
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
6824.8
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
6768.2
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
6735.4
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
6733.2
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
6722.7
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
6707.8
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
6556.1
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
6509.0
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
6420.8
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
6396.4
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
6326.9
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
6185.5
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
6174.8
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
6150.8
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
6143.9
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
6131.4
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
6098.3
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
6021.8
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
5938.5
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
5875.3
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
5810.4
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
5773.3
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
5757.5
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
5722.3
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
5636.8
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
5619.7
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
5614.4
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
5611.0
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
5495.2
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
5437.8
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
5431.6
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
5355.0
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
5213.3
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
5210.5
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
5142.1
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
5072.6
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
5050.1
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
5039.4
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
5029.8
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
4959.9
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
4938.7
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
4901.3
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
4878.5
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
4864.8
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
4850.5
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
4826.5
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
4799.5
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
4786.2
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
4785.9
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
4777.5
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
4724.0
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
4721.1
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
4677.8
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
4596.1
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
4551.1
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
4477.4
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
4469.3
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
4457.9
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
4449.1
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
4413.6
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
4353.3
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
4320.9
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
4208.9
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
4150.7
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
4085.5
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
4078.0
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
3985.2
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
3820.2
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
3806.7
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
3722.3
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
3663.0
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
3652.6
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
3499.9
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
3498.0
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
3465.8
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
3415.1
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
3398.1
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
3380.7
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
3357.2
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
3304.8
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
3243.7
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
3216.8
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
3181.9
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
3175.4
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
3166.8
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
3143.2
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
3070.6
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
3062.4
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
3051.5
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
3006.6
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
2936.8
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
2927.0
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
2852.4
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
2838.7
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
2809.5
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
2808.2
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
2801.9
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
2798.0
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
2774.7
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
2772.2
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
2732.3
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
2676.8
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
2667.2
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
2663.2
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
2609.5
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
2607.3
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
2595.1
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
2511.9
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
2466.0
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
2406.0
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
2353.2
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
2311.5
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
2307.3
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
2305.6
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
2265.2
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
2155.6
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
2149.0
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
2134.5
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
2131.8
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
2099.5
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
2081.9
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
2077.1
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
2076.3
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
1957.8
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
1909.6
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
1883.8
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
1873.0
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
1872.1
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
1839.3
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
1810.0
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
1789.2
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
1782.4
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
1779.3
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
1767.7
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
1759.0
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
1742.5
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
1685.0
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
1660.9
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
1604.4
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
1526.3
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
1499.9
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
1481.4
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
1454.5
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
1417.6
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
1405.8
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
1385.7
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
1381.1
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
1376.1
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
1346.4
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
1344.4
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
1338.5
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
1288.8
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
1280.0
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
1229.8
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
1212.5
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
1177.5
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
1170.9
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
1154.9
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
1138.1
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
1107.8
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
1031.7
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
999.3
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
982.3
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
961.3
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
936.4
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
932.8
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
929.0
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
865.4
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
803.6
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
798.0
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
745.2
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
724.3
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
681.9
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
645.2
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
633.5
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
622.1
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
620.5
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
601.3
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
569.7
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
535.6
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
532.4
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
511.1
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
501.7
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
489.1
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
463.9
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
461.5
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
406.5
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
405.6
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
402.0
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
392.3
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
387.9
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
373.3
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
358.0
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
345.1
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
337.2
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
327.8
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
312.3
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
303.8
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
264.5
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
254.9
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
252.4
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
249.1
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
242.3
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
240.5
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
234.7
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
200.5
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
171.7
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
142.3
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
140.4
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
138.3
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
130.5
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
118.2
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
107.9
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
106.2
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
102.0
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
93.7
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
86.6
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
83.9
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
71.3
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
68.4
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
65.6
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
47.3
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
45.7
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
42.0
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
41.5
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
33.4
Show allShow less
HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0169740004
Normal
2.8
CPT0281470002
Normal
1.8
CPT0246670003
Tumor
1.6
CPT0226350003
Normal
1.6
CPT0194420003
Tumor
1.3
CPT0199700003
Tumor
1.3
CPT0229220002
Normal
1.3
CPT0226270003
Normal
1.3
CPT0163250003
Normal
1.3
CPT0278700002
Normal
1.2
CPT0163610003
Normal
1.2
CPT0169890003
Tumor
1.2
CPT0088010003
Normal
1.1
CPT0222360003
Tumor
1.1
CPT0223450003
Tumor
1.1
CPT0194960003
Tumor
1.0
CPT0163600003
Tumor
1.0
CPT0245460003
Normal
1.0
CPT0236620003
Tumor
1.0
CPT0008960003
Normal
1.0
CPT0163720003
Normal
0.9
CPT0095040003
Tumor
0.9
CPT0163860003
Normal
0.9
CPT0163020003
Normal
0.9
CPT0177220003
Normal
0.9
C3N-00295-05
Normal
0.8
CPT0176770003
Tumor
0.8
CPT0226450003
Normal
0.8
CPT0199890003
Normal
0.8
CPT0199830003
Normal
0.8
CPT0245600003
Tumor
0.8
CPT0245020003
Normal
0.8
CPT0011130005
Tumor
0.8
CPT0011320003
Normal
0.7
CPT0235920003
Normal
0.7
CPT0245300003
Tumor
0.7
CPT0226130003
Tumor
0.7
CPT0226090003
Normal
0.7
CPT0177010003
Tumor
0.7
CPT0196060003
Normal
0.6
CPT0241980004
Tumor
0.6
CPT0094580003
Normal
0.6
C3N-04279-05
Normal
0.5
CPT0163790003
Tumor
0.5
CPT0163240003
Tumor
0.5
CPT0163170003
Normal
0.5
C3N-04275-05
Normal
0.5
CPT0237130004
Tumor
0.5
C3N-01758-04
Normal
0.5
CPT0223460003
Normal
0.4
CPT0163490003
Normal
0.4
CPT0087990003
Tumor
0.4
CPT0088410003
Tumor
0.4
CPT0088430003
Normal
0.4
C3N-00857-05
Normal
0.4
CPT0201860004
Normal
0.4
CPT0163430003
Normal
0.4
CPT0163740003
Tumor
0.3
CPT0248330003
Tumor
0.3
CPT0163800003
Normal
0.3
CPT0088080003
Normal
0.2
CPT0199710003
Normal
0.1
CPT0223970003
Tumor
0.1
CPT0235460003
Tumor
0.1
CPT0084650004
Normal
0.1
CPT0169640003
Tumor
0.1
CPT0245130003
Tumor
0.1
CPT0162990004
Tumor
0.1
CPT0195700003
Normal
0.0
CPT0162940003
Tumor
0.0
CPT0244940004
Tumor
0.0
CPT0163410003
Tumor
0.0
CPT0226440003
Tumor
0.0
CPT0236850004
Tumor
0.0
CPT0226340003
Tumor
-0.1
CPT0190860003
Normal
-0.1
CPT0194260003
Normal
-0.1
CPT0163650003
Tumor
-0.1
CPT0177200003
Tumor
-0.1
CPT0207870004
Tumor
-0.1
CPT0163340003
Tumor
-0.1
CPT0245180003
Tumor
-0.2
CPT0195860003
Tumor
-0.2
CPT0194250003
Tumor
-0.2
CPT0220610003
Tumor
-0.2
CPT0248350003
Normal
-0.2
CPT0236870003
Normal
-0.2
CPT0245410003
Normal
-0.2
CPT0256560003
Tumor
-0.3
CPT0237640003
Normal
-0.3
CPT0094560004
Tumor
-0.3
CPT0094350004
Tumor
-0.3
CPT0008630003
Tumor
-0.3
CPT0235910003
Tumor
-0.3
CPT0162890003
Tumor
-0.3
CPT0235470002
Normal
-0.3
CPT0123190003
Normal
-0.4
CPT0245190003
Normal
-0.4
CPT0237150003
Normal
-0.4
CPT0226400003
Normal
-0.4
CPT0237500003
Normal
-0.4
CPT0123260003
Tumor
-0.4
CPT0248520003
Tumor
-0.4
CPT0242000004
Normal
-0.4
CPT0088060004
Tumor
-0.5
CPT0196040003
Tumor
-0.5
CPT0245560003
Normal
-0.5
CPT0123180003
Tumor
-0.5
CPT0246540003
Tumor
-0.6
CPT0222180003
Tumor
-0.6
CPT0177710003
Tumor
-0.6
CPT0199820003
Tumor
-0.6
CPT0195880003
Normal
-0.6
CPT0220620003
Normal
-0.6
CPT0024810003
Tumor
-0.6
CPT0184530003
Tumor
-0.6
CPT0087820003
Tumor
-0.7
CPT0245400003
Tumor
-0.7
CPT0236640003
Normal
-0.7
CPT0008520008
Tumor
-0.7
C3N-02693-06
Normal
-0.8
CPT0163480003
Tumor
-0.8
CPT0245140003
Normal
-0.8
CPT0226390003
Tumor
-0.9
CPT0245500003
Tumor
-0.9
CPT0013460003
Normal
-0.9
C3N-01620-05
Normal
-0.9
CPT0243140004
Normal
-0.9
CPT0013030003
Normal
-0.9
CPT0245630003
Tumor
-0.9
CPT0163840003
Tumor
-0.9
CPT0245550003
Tumor
-0.9
CPT0194800003
Normal
-0.9
CPT0237620004
Tumor
-0.9
CPT0013210004
Tumor
-1.0
CPT0127050003
Tumor
-1.0
CPT0243090003
Tumor
-1.0
CPT0011290003
Tumor
-1.0
CPT0222200003
Normal
-1.0
CPT0084630009
Tumor
-1.0
C3N-04276-06
Normal
-1.0
CPT0245450003
Tumor
-1.0
CPT0177390003
Tumor
-1.1
CPT0245060004
Tumor
-1.1
CPT0013000004
Tumor
-1.1
CPT0199880003
Tumor
-1.1
CPT0201830004
Tumor
-1.1
CPT0245680003
Tumor
-1.1
CPT0094420004
Tumor
-1.1
CPT0261520003
Tumor
-1.2
CPT0237480004
Tumor
-1.2
CPT0123280003
Normal
-1.2
CPT0094280004
Tumor
-1.2
CPT0245010003
Tumor
-1.2
CPT0013430003
Tumor
-1.2
CPT0169920003
Normal
-1.3
CPT0246590003
Tumor
-1.3
CPT0194790003
Tumor
-1.3
CPT0245730003
Tumor
-1.3
CPT0250310003
Tumor
-1.3
CPT0226030003
Tumor
-1.3
CPT0196210003
Tumor
-1.3
CPT0169730003
Tumor
-1.4
CPT0008930003
Tumor
-1.4
CPT0190850003
Tumor
-1.4
CPT0163160003
Tumor
-1.5
CPT0244890004
Tumor
-1.5
CPT0013250003
Normal
-1.5
C3N-01859-04
Normal
-1.6
CPT0226250004
Tumor
-1.7
CPT0094490004
Tumor
-1.7
CPT0163530003
Tumor
-1.7
CPT0246620003
Tumor
-1.7
CPT0245230004
Tumor
-1.7
CPT0163090003
Tumor
-1.8
CPT0013130003
Tumor
-1.8
CPT0163910003
Tumor
-2.0
CPT0195680003
Tumor
-2.2
CPT0245350003
Tumor
-2.5
CPT0229230003
Normal
N/A
CPT0169750003
Normal
N/A
CPT0229210003
Tumor
N/A
CPT0229190003
Tumor
N/A
Show allShow less
HEAD AND NECK CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
