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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.
HSPB1 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
3413.1
Number of samples
492
Samples
Sample
Description
TPM
TCGA-CV-A6JM-01A
0 years, male, white, stage:'--, dead, 194 days
17170.9
TCGA-CV-7421-01A
0 years, male, white, stage:Stage IVA, dead, 2 days
14555.6
TCGA-CV-A6JT-01A
0 years, male, white, stage:Stage II, alive, 852 days
11700.5
TCGA-QK-A6IJ-01A
0 years, male, white, stage:Stage III, alive, 387 days
11506.0
TCGA-P3-A5QF-01A
0 years, male, white, stage:Stage IVA, dead, 330 days
9692.0
TCGA-QK-A6VC-01A
0 years, female, black or african american, stage:Stage IVA, alive, 600 days
9421.3
TCGA-UF-A7JF-01A
0 years, male, white, stage:Stage IVA, alive, 1686 days
9249.0
TCGA-CR-6480-01A
0 years, male, white, stage:'--, alive, 362 days
8968.1
TCGA-CV-A45V-01A
0 years, female, white, stage:Stage IVA, dead, 32 days
8817.6
TCGA-CR-6472-01A
0 years, male, white, stage:'--, alive, 1050 days
8374.4
TCGA-CV-A461-01A
0 years, male, white, stage:'--, dead, 2064 days
8352.2
TCGA-CV-A6JZ-01A
0 years, male, white, stage:Stage II, alive, 714 days
8335.1
TCGA-CV-A6JU-01A
0 years, female, white, stage:Stage IVB, alive, 110 days
8247.2
TCGA-TN-A7HL-01A
0 years, male, white, stage:Stage IVA, alive, 619 days
8210.9
TCGA-CV-6935-01A
0 years, male, white, stage:Stage IVA, dead, 295 days
8110.4
TCGA-CV-7414-01A
0 years, male, white, stage:Stage IVA, dead, 14 days
8076.7
TCGA-QK-A6IH-01A
0 years, female, white, stage:Stage IVB, alive, 653 days
8058.4
TCGA-KU-A6H7-01A
0 years, female, white, stage:Stage IVA, alive, 586 days
7968.4
TCGA-CV-6945-01A
0 years, male, white, stage:Stage IVA, dead, 366 days
7803.5
TCGA-D6-A6EK-01A
0 years, male, white, stage:Stage III, alive, 875 days
7790.8
TCGA-UF-A71D-01A
0 years, female, white, stage:Stage IVA, alive, 1461 days
7340.6
TCGA-CN-6024-01A
0 years, male, white, stage:Stage IVA, dead, 337 days
7332.6
TCGA-HL-7533-01A
0 years, male, white, stage:'--, alive, 1057 days
7272.8
TCGA-HD-8224-01A
0 years, male, white, stage:Stage IVA, dead, 446 days
7057.5
TCGA-BA-7269-01A
0 years, male, white, stage:Stage III, alive, 1273 days
7013.2
TCGA-BB-A6UM-01A
0 years, male, white, stage:Stage III, alive, 393 days
6934.6
TCGA-CQ-A4C9-01A
0 years, male, stage:Stage III, alive, 707 days
6836.1
TCGA-CN-6988-01A
0 years, male, white, stage:Stage IVA, alive, 318 days
6798.0
TCGA-CV-7178-01A
0 years, female, white, stage:Stage IVA, dead, 2166 days
6795.3
TCGA-UP-A6WW-01A
0 years, male, white, stage:'--, alive, 518 days
6770.5
TCGA-D6-A6ES-01A
0 years, male, white, stage:Stage IVA, alive, 389 days
6754.8
TCGA-QK-A6II-01A
0 years, male, white, stage:Stage IVA, dead, 284 days
6686.2
TCGA-UF-A71A-01A
0 years, male, white, stage:Stage IVA, dead, 86 days
6530.1
TCGA-CN-A63V-01A
0 years, male, white, stage:Stage IVA, alive, 679 days
6504.3
TCGA-UF-A7JS-01A
0 years, male, white, stage:Stage IVA, dead, 680 days
6422.4
TCGA-CV-A6JN-01A
0 years, male, white, stage:'--, alive, 906 days
6401.8
TCGA-CN-6013-01A
0 years, male, white, stage:Stage IVA, dead, 727 days
6372.4
TCGA-CV-7177-01A
0 years, female, white, stage:Stage II, dead, 663 days
6352.1
TCGA-CV-7407-01A
0 years, female, white, stage:Stage II, dead, 1081 days
6266.6
TCGA-T2-A6WZ-01A
0 years, male, white, stage:'--, dead, 484 days
6193.2
TCGA-CV-A460-01A
0 years, male, white, stage:'--, dead, 1838 days
6162.5
TCGA-CV-7250-01A
0 years, male, white, stage:Stage IVA, dead, 2900 days
6127.4
TCGA-CV-5430-01A
0 years, male, white, stage:Stage IVA, alive, 4241 days
6093.0
TCGA-MZ-A6I9-01A
0 years, male, white, stage:'--, dead, 489 days
6047.7
TCGA-CV-7406-01A
0 years, male, white, stage:Stage II, dead, 1748 days
6043.6
TCGA-CV-6955-01A
0 years, female, white, stage:Stage II, dead, 334 days
6019.2
TCGA-MT-A51X-01A
0 years, male, white, stage:Stage IVA, alive, 242 days
6007.4
TCGA-BA-A6DA-01A
0 years, female, white, stage:Stage IVA, alive, 351 days
5807.0
TCGA-CQ-7065-01A
0 years, male, asian, stage:Stage II, alive, 1628 days
5799.5
TCGA-P3-A5Q5-01A
0 years, male, white, stage:Stage IVA, alive, 910 days
5772.0
TCGA-CN-A6V7-01A
0 years, male, white, stage:Stage IVA, alive, 594 days
5720.5
TCGA-CV-7415-01A
0 years, male, white, stage:Stage IVA, dead, 695 days
5688.6
TCGA-4P-AA8J-01A
0 years, male, black or african american, stage:Stage IVA, alive, 102 days
5649.5
TCGA-DQ-5624-01A
0 years, female, white, stage:'--, alive, 1778 days
5636.4
TCGA-CV-A6JE-01A
0 years, male, white, stage:'--, alive, 1075 days
5565.5
TCGA-CN-4741-01A
0 years, male, white, stage:Stage IVA, alive, 2239 days
5523.5
TCGA-P3-A6T5-01A
0 years, female, white, stage:Stage IVA, dead, 882 days
5474.3
TCGA-CV-7238-01A
0 years, female, white, stage:Stage II, alive, 2727 days
5460.1
TCGA-BB-A6UO-01A
0 years, female, white, stage:Stage IVA, dead, 268 days
5452.1
TCGA-CV-A45R-01A
0 years, male, white, stage:Stage III, alive, 5480 days
5435.1
TCGA-CV-A464-01A
0 years, male, white, stage:Stage III, alive, 1722 days
5429.5
TCGA-CV-A45Q-01A
0 years, female, white, stage:'--, dead, 5152 days
5420.3
TCGA-CV-A45Z-01A
0 years, male, white, stage:'--, dead, 1466 days
5418.9
TCGA-CN-5373-01A
0 years, female, white, stage:Stage I, alive, 1584 days
5389.6
TCGA-QK-A8Z8-01A
0 years, female, black or african american, stage:Stage IVC, dead, 171 days
5365.5
TCGA-CN-A49C-01A
0 years, male, white, stage:'--, alive, 645 days
5349.9
TCGA-DQ-7592-01A
0 years, male, american indian or alaska native, stage:'--, alive, 1143 days
5320.7
TCGA-CV-5441-01A
0 years, male, white, stage:Stage IVA, alive, 2886 days
5320.6
TCGA-DQ-5625-01A
0 years, female, white, stage:'--, dead, 1133 days
5304.6
TCGA-CN-6995-01A
0 years, male, white, stage:Stage IVA, dead, 112 days
5301.6
TCGA-D6-A74Q-01A
0 years, male, white, stage:Stage IVA, alive, 710 days
5242.2
TCGA-BA-A4IG-01A
0 years, male, white, stage:'--, alive, 855 days
5178.4
TCGA-CV-7253-01A
0 years, male, black or african american, stage:Stage IVA, dead, 361 days
5150.5
TCGA-MT-A51W-01A
0 years, female, white, stage:Stage I, alive, 437 days
5119.2
TCGA-P3-A5Q6-01A
0 years, male, white, stage:Stage IVA, dead, 480 days
5106.1
TCGA-CQ-6223-01A
0 years, male, white, stage:Stage II, alive, 1428 days
5089.0
TCGA-CN-6021-01A
0 years, female, white, stage:'--, dead, 276 days
5081.5
TCGA-UF-A7JT-01A
0 years, female, white, stage:Stage IVA, dead, 993 days
5036.1
TCGA-CV-6937-01A
0 years, male, white, stage:Stage II, dead, 624 days
5035.4
TCGA-CN-A6V6-01A
0 years, male, white, stage:Stage IVA, alive, 635 days
5026.4
TCGA-D6-A4ZB-01A
0 years, male, white, stage:Stage III, alive, 376 days
5026.3
TCGA-CQ-6228-01A
0 years, female, white, stage:Stage IVA, dead, 456 days
5000.2
TCGA-CN-A498-01A
0 years, female, white, stage:Stage III, dead, 773 days
4957.8
TCGA-DQ-5629-01A
0 years, male, white, stage:'--, dead, 941 days
4956.2
TCGA-BA-5557-01A
0 years, female, stage:Stage III, alive, 623 days
4911.4
TCGA-CR-7386-01A
0 years, male, white, stage:Stage IVA, alive, 1430 days
4893.1
TCGA-CV-6941-01A
0 years, male, white, stage:Stage III, dead, 342 days
4834.5
TCGA-CV-6436-01A
0 years, male, white, stage:Stage IVA, alive, 1899 days
4814.5
TCGA-CV-A6K1-01A
0 years, male, white, stage:Stage IVA, alive, 685 days
4796.0
TCGA-CV-7095-01A
0 years, female, stage:Stage II, dead, 572 days
4790.7
TCGA-CR-7385-01A
0 years, male, white, stage:'--, alive, 997 days
4756.2
TCGA-UF-A718-01A
0 years, male, white, stage:Stage IVA, alive, 1971 days
4741.7
TCGA-CR-7401-01A
0 years, male, white, stage:Stage I, alive, 1077 days
4715.0
TCGA-F7-8298-01A
0 years, male, white, stage:Stage I, alive, 995 days
4693.1
TCGA-P3-A6T7-01A
0 years, male, white, stage:Stage IVA, dead, 487 days
4688.8
TCGA-CV-6951-01A
0 years, male, white, stage:Stage IVA, dead, 915 days
4685.7
TCGA-UF-A71E-01A
0 years, male, white, stage:Stage IVA, dead, 1504 days
4681.8
TCGA-F7-A620-01A
0 years, male, white, stage:Stage III, alive, 543 days
4679.6
TCGA-CV-6933-01A
0 years, male, white, stage:Stage III, dead, 2741 days
4665.7
TCGA-UF-A7JH-01A
0 years, male, black or african american, stage:Stage IVA, alive, 896 days
4626.2
TCGA-CR-7369-01A
0 years, male, white, stage:Stage IVA, dead, 1090 days
4607.5
TCGA-CV-7422-01A
0 years, female, white, stage:Stage IVA, dead, 1037 days
4588.7
TCGA-CV-A463-01A
0 years, female, white, stage:Stage IVA, dead, 23 days
4553.6
TCGA-CN-5363-01A
0 years, male, black or african american, stage:Stage IVB, dead, 253 days
4551.0
TCGA-F7-A61V-01A
0 years, male, white, stage:Stage II, alive, 759 days
4549.5
TCGA-IQ-A6SG-01A
0 years, female, white, stage:Stage III, alive, 579 days
4548.2
TCGA-CV-6960-01A
0 years, male, black or african american, stage:Stage III, dead, 862 days
4546.1
TCGA-BA-6869-01A
0 years, male, white, stage:Stage III, alive, 644 days
4541.9
TCGA-QK-A6V9-01A
0 years, male, white, stage:Stage II, alive, 833 days
4523.9
TCGA-HD-7754-01A
0 years, male, white, stage:Stage IVA, alive, 783 days
4501.9
TCGA-CR-5249-01A
0 years, female, white, stage:Stage II, alive, 1152 days
4498.1
TCGA-IQ-A61I-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2 days
4481.1
TCGA-CV-5432-01A
0 years, male, white, stage:Stage III, alive, 3930 days
4474.9
TCGA-CV-7434-01A
0 years, male, white, stage:Stage IVA, dead, 218 days
4467.4
TCGA-CV-7245-01A
0 years, male, white, stage:Stage IVA, alive, 797 days
4466.2
TCGA-CV-7430-01A
0 years, male, white, stage:Stage IVA, dead, 495 days
4459.8
TCGA-F7-A61S-01A
0 years, male, white, stage:Stage III, alive, 576 days
4424.7
TCGA-IQ-7630-01A
0 years, male, white, stage:Stage II, alive, 485 days
4417.5
TCGA-UF-A7J9-01A
0 years, male, white, stage:Stage IVA, alive, 1358 days
4403.1
TCGA-H7-A6C4-01A
0 years, female, white, stage:Stage IVA, dead, 414 days
4363.7
TCGA-F7-A623-01A
0 years, male, white, stage:Stage IVA, alive, 616 days
4338.2
TCGA-BA-5555-01A
0 years, male, black or african american, stage:Stage IVA, alive, 520 days
4318.5
TCGA-F7-7848-01A
0 years, male, white, stage:Stage IVA, alive, 1131 days
4310.4
TCGA-D6-6517-01A
0 years, male, white, stage:Stage III, alive, 292 days
4296.1
TCGA-CX-7086-01A
0 years, male, black or african american, stage:Stage III, alive, 573 days
4290.8
TCGA-WA-A7GZ-01A
0 years, male, white, stage:'--, dead, 625 days
4281.5
TCGA-TN-A7HJ-01A
0 years, male, white, stage:Stage IVA, alive, 403 days
4267.8
TCGA-CV-A468-01A
0 years, male, stage:Stage IVA, dead, 464 days
4246.2
TCGA-CV-5439-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
4224.5
TCGA-CV-5444-01A
0 years, male, black or african american, stage:Stage IVA, alive, 2437 days
4169.1
TCGA-F7-A50J-01A
0 years, female, white, stage:Stage III, alive, 947 days
4166.6
TCGA-BA-A6DD-01A
0 years, male, black or african american, stage:Stage IVA, dead, 173 days
4154.0
TCGA-CR-7364-01A
0 years, male, white, stage:Stage III, alive, 1435 days
4135.8
TCGA-H7-7774-01A
0 years, female, white, stage:Stage IVA, alive, 407 days
4126.5
TCGA-CV-5976-01A
0 years, male, white, stage:Stage IVA, alive, 1478 days
4121.9
TCGA-CR-5247-01A
0 years, male, black or african american, stage:'--, alive, 358 days
4118.9
TCGA-CV-5977-01A
0 years, male, white, stage:Stage IVA, alive, 1840 days
4102.0
TCGA-CV-6962-01A
0 years, male, white, stage:Stage IVA, dead, 126 days
4083.2
TCGA-CV-A45P-01A
0 years, female, white, stage:Stage I, alive, 639 days
4058.9
TCGA-CR-6492-01A
0 years, male, white, stage:Stage III, alive, 479 days
4051.7
TCGA-CN-6998-01A
0 years, male, white, stage:Stage IVA, dead, 357 days
4051.4
TCGA-CQ-6218-01A
0 years, female, white, stage:Stage IVA, alive, 1253 days
4040.1
TCGA-CR-6471-01A
0 years, male, white, stage:Stage IVA, dead, 1202 days
4038.2
TCGA-CV-7413-01A
0 years, female, white, stage:Stage II, dead, 294 days
4012.6
TCGA-CN-5367-01A
0 years, female, white, stage:Stage IVA, dead, 352 days
4009.5
TCGA-BA-6872-01A
0 years, male, white, stage:'--, dead, 384 days
4007.4
TCGA-QK-A64Z-01A
0 years, female, white, stage:Stage IVA, dead, 641 days
4005.2
TCGA-CV-7089-01A
0 years, male, white, stage:Stage IVA, dead, 1972 days
3993.3
TCGA-CV-5434-01A
0 years, male, black or african american, stage:Stage IVA, dead, 3314 days
3990.6
TCGA-CV-7411-01A
0 years, female, white, stage:Stage IVA, dead, 2717 days
3980.3
TCGA-CV-5440-01A
0 years, male, white, stage:Stage IVA, alive, 3270 days
3970.3
TCGA-CV-7261-01A
0 years, male, white, stage:Stage IVA, alive, 1512 days
3957.2
TCGA-CR-7372-01A
0 years, male, white, stage:Stage I, alive, 759 days
3923.2
TCGA-H7-A76A-01A
0 years, male, white, stage:'--, alive, 637 days
3898.4
TCGA-T2-A6X0-01A
0 years, male, white, stage:'--, alive, 216 days
3894.6
TCGA-CV-7097-01A
0 years, male, white, stage:Stage II, dead, 385 days
3882.4
TCGA-RS-A6TP-01A
0 years, male, white, stage:Stage II, alive, 516 days
3881.7
TCGA-D6-6516-01A
0 years, male, white, stage:Stage I, alive, 773 days
3860.4
TCGA-CR-7368-01A
0 years, male, white, stage:Stage IVA, alive, 1245 days
3857.6
TCGA-CV-7104-01A
0 years, female, white, stage:Stage IVA, dead, 393 days
3847.5
TCGA-CN-5365-01A
0 years, male, white, stage:Stage IVB, dead, 351 days
3832.3
TCGA-CV-7091-01A
0 years, male, white, stage:Stage I, alive, 3381 days
3807.0
TCGA-CV-6950-01A
0 years, male, white, stage:Stage IVA, dead, 459 days
3780.3
TCGA-CV-7410-01A
0 years, male, white, stage:Stage III, dead, 6417 days
3750.9
TCGA-CV-7236-01A
0 years, female, white, stage:Stage IVA, dead, 144 days
3749.1
TCGA-BB-4227-01A
0 years, male, white, stage:Stage IVA, alive, 134 days
3730.8
TCGA-CV-7438-01A
0 years, female, white, stage:Stage I, dead, 194 days
3729.9
TCGA-CR-7404-01A
0 years, male, white, stage:'--, alive, 1472 days
3709.5
TCGA-QK-A652-01A
0 years, male, white, stage:Stage III, alive, 645 days
3704.7
TCGA-CV-A45O-01A
0 years, male, white, stage:'--, alive, 851 days
3692.7
TCGA-CV-6948-01A
0 years, female, white, stage:Stage IVB, dead, 1289 days
3669.9
TCGA-T3-A92N-01A
0 years, male, black or african american, stage:Stage IVA, dead, 95 days
3666.1
TCGA-CV-7423-01A
0 years, male, white, stage:Stage II, dead, 3059 days
3656.7
TCGA-HD-8634-01A
0 years, female, white, stage:Stage I, dead, 385 days
3654.6
TCGA-D6-A6EQ-01A
0 years, male, white, stage:Stage IVA, alive, 368 days
3640.9
TCGA-F7-A50I-01A
0 years, male, white, stage:Stage IVA, alive, 92 days
3621.4
TCGA-CQ-6222-01A
0 years, male, white, stage:Stage IVA, alive, 2016 days
3606.0
TCGA-CV-6952-01A
0 years, female, white, stage:Stage IVA, dead, 185 days
3557.7
TCGA-CR-7383-01A
0 years, female, white, stage:Stage I, dead, 521 days
3550.5
TCGA-BA-A4IF-01A
0 years, male, white, stage:'--, alive, 895 days
3547.8
TCGA-CN-6016-01A
0 years, male, white, stage:Stage IVA, alive, 1443 days
3540.8
TCGA-T3-A92M-01A
0 years, male, black or african american, stage:Stage IVA, alive, 417 days
3539.1
TCGA-CV-A465-01A
0 years, male, white, stage:Stage III, dead, 215 days
3535.0
TCGA-KU-A6H8-01A
0 years, male, white, stage:Stage IVA, dead, 327 days
3532.1
TCGA-CQ-6229-01A
0 years, male, white, stage:Stage II, alive, 1179 days
3521.3
TCGA-QK-A6VB-01A
0 years, male, white, stage:Stage IVA, alive, 641 days
3514.7
TCGA-CV-7099-01A
0 years, female, white, stage:Stage II, dead, 243 days
3512.8
TCGA-CN-6020-01A
0 years, male, black or african american, stage:Stage III, dead, 205 days
3502.8
TCGA-CR-7393-01A
0 years, male, white, stage:Stage III, alive, 993 days
3499.3
TCGA-CV-7180-01A
0 years, male, white, stage:Stage II, dead, 327 days
3496.2
TCGA-MT-A67A-01A
0 years, female, white, stage:Stage I, alive, 914 days
3479.9
TCGA-CR-5243-01A
0 years, male, white, stage:'--, alive, 2562 days
3470.4
TCGA-CV-6943-01A
0 years, male, white, stage:Stage III, dead, 602 days
3463.1
TCGA-P3-A5QE-01A
0 years, male, white, stage:Stage III, alive, 1559 days
3422.8
TCGA-BB-8601-01A
0 years, male, black or african american, stage:Stage III, alive, 624 days
3409.0
TCGA-D6-8569-01A
0 years, male, white, stage:Stage II, alive, 770 days
3406.4
TCGA-P3-A6T8-01A
0 years, male, white, stage:Stage IVA, alive, 400 days
3403.1
TCGA-CN-A49B-01A
0 years, male, white, stage:Stage III, alive, 904 days
3382.3
TCGA-P3-A6T6-01A
0 years, male, white, stage:Stage IVA, dead, 395 days
3380.3
TCGA-HD-7832-01A
0 years, male, white, stage:Stage IVA, alive, 836 days
3376.5
TCGA-CV-6433-01A
0 years, male, white, stage:Stage II, alive, 641 days
3374.9
TCGA-CV-7247-01A
0 years, male, white, stage:Stage III, dead, 577 days
3365.5
TCGA-CV-7424-01A
0 years, male, asian, stage:Stage IVA, dead, 453 days
3363.9
TCGA-QK-A8ZB-01A
0 years, male, black or african american, stage:Stage IVA, alive, 542 days
3355.6
TCGA-HD-A6I0-01A
0 years, male, white, stage:Stage IVA, alive, 210 days
3347.6
TCGA-CR-7389-01A
0 years, male, black or african american, stage:'--, alive, 392 days
3333.1
TCGA-CX-7219-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1045 days
3328.0
TCGA-CV-6940-01A
0 years, female, white, stage:Stage III, dead, 804 days
3297.6
TCGA-CV-7435-01A
0 years, female, white, stage:Stage IVA, dead, 4680 days
3292.9
TCGA-CN-4722-01A
0 years, female, white, stage:Stage II, alive, 1483 days
3290.4
TCGA-CQ-6225-01A
0 years, male, white, stage:Stage III, dead, 403 days
3272.5
TCGA-UF-A7JA-01A
0 years, female, white, stage:Stage IVA, alive, 2265 days
3262.8
TCGA-QK-AA3J-01A
0 years, male, black or african american, stage:Stage I, alive, 466 days
3255.8
TCGA-BB-A5HZ-01A
0 years, male, white, stage:Stage IVA, alive, 827 days
3253.8
TCGA-CR-7388-01A
0 years, female, white, stage:'--, dead, 823 days
3228.9
TCGA-BA-A6D8-01A
0 years, male, black or african american, stage:Stage IVA, alive, 850 days
3222.7
TCGA-CV-6003-01A
0 years, female, white, stage:Stage III, alive, 1665 days
3216.0
TCGA-BA-A8YP-01A
0 years, male, black or african american, stage:Stage IVB, alive, 499 days
3211.6
TCGA-BA-5558-01A
0 years, male, white, stage:'--, alive, 1995 days
3210.5
TCGA-UF-A719-01A
0 years, male, stage:Stage II, alive, 1663 days
3207.6
TCGA-T2-A6X2-01A
0 years, male, white, stage:Stage III, alive, 987 days
3205.9
TCGA-H7-8502-01A
0 years, male, white, stage:Stage IVA, alive, 458 days
3196.5
TCGA-CN-5360-01A
0 years, male, white, stage:Stage IVA, alive, 2169 days
3191.3
TCGA-CN-6992-01A
0 years, male, white, stage:Stage IVA, alive, 1066 days
3182.3
TCGA-CN-A63T-01A
0 years, male, white, stage:Stage IVA, alive, 225 days
3180.8
TCGA-CV-7433-01A
0 years, male, white, stage:Stage IVA, dead, 601 days
3176.7
TCGA-CN-A63U-01A
0 years, male, white, stage:Stage IVA, alive, 964 days
3163.5
TCGA-P3-A6T4-01A
0 years, male, white, stage:Stage IVA, dead, 62 days
3158.2
TCGA-CV-7183-01A
0 years, male, white, stage:Stage II, alive, 3981 days
3156.0
TCGA-CV-6954-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2002 days
3133.0
TCGA-RS-A6TO-01A
0 years, female, white, stage:Stage IVA, dead, 387 days
3120.8
TCGA-CN-A641-01A
0 years, male, white, stage:Stage IVA, alive, 367 days
3119.1
TCGA-BA-A6DB-01A
0 years, female, white, stage:Stage I, alive, 216 days
3111.0
TCGA-HD-7753-01A
0 years, male, black or african american, stage:Stage I, alive, 866 days
3101.1
TCGA-CX-7082-01A
0 years, male, white, stage:Stage IVA, dead, 11 days
3081.7
TCGA-CQ-7063-01A
0 years, female, white, stage:Stage I, alive, 2133 days
3081.6
TCGA-CQ-A4C6-01A
0 years, male, asian, stage:Stage II, alive, 1353 days
3078.2
TCGA-HD-8635-01A
0 years, female, white, stage:Stage III, alive, 695 days
3076.3
TCGA-F7-8489-01A
0 years, male, white, stage:Stage II, alive, 658 days
3070.6
TCGA-CQ-5331-01A
0 years, female, white, stage:'--, alive, 1399 days
3058.3
TCGA-D6-A4Z9-01A
0 years, male, white, stage:Stage IVA, alive, 539 days
3058.1
TCGA-CX-A4AQ-01A
0 years, male, white, stage:Stage IVA, alive, 1555 days
3035.7
TCGA-CN-6994-01A
0 years, male, white, stage:Stage IVA, alive, 1183 days
3035.2
TCGA-CR-7391-01A
0 years, female, white, stage:Stage I, alive, 913 days
3033.5
TCGA-IQ-7631-01A
0 years, female, white, stage:Stage II, alive, 1172 days
3022.2
TCGA-IQ-A6SH-01A
0 years, male, black or african american, stage:Stage III, alive, 471 days
3021.1
TCGA-IQ-A61J-01A
0 years, male, white, stage:Stage IVA, alive, 1021 days
3006.4
TCGA-CN-6012-01A
0 years, male, white, stage:Stage IVA, alive, 1460 days
3004.5
TCGA-P3-A6T0-01A
0 years, female, white, stage:Stage IVA, alive, 578 days
2998.1
TCGA-HD-8314-01A
0 years, male, white, stage:Stage III, alive, 670 days
2993.4
TCGA-CV-7437-01A
0 years, male, stage:Stage II, dead, 506 days
2983.5
TCGA-CV-7242-01A
0 years, female, white, stage:Stage II, alive, 1095 days
2975.0
TCGA-BB-A5HY-01A
0 years, male, white, stage:Stage IVA, dead, 321 days
2967.6
TCGA-CR-7371-01A
0 years, female, white, stage:Stage III, dead, 94 days
2967.3
TCGA-CN-5366-01A
0 years, male, white, stage:Stage IVA, dead, 360 days
2966.2
TCGA-CN-5361-01A
0 years, male, white, stage:Stage IVA, dead, 2120 days
2945.5
TCGA-CQ-5330-01A
0 years, female, white, stage:Stage IVA, alive, 1897 days
2933.8
TCGA-CQ-A4CE-01A
0 years, female, stage:Stage II, alive, 897 days
2933.0
TCGA-CN-4739-01A
0 years, male, white, stage:Stage IVA, dead, 1394 days
2931.7
TCGA-CV-A45X-01A
0 years, male, white, stage:Stage IVA, dead, 198 days
2927.4
TCGA-CN-A63W-01A
0 years, female, white, stage:Stage IVA, dead, 377 days
2924.2
TCGA-CQ-5327-01A
0 years, female, asian, stage:Stage IVA, alive, 1660 days
2909.9
TCGA-UF-A7JV-01A
0 years, female, white, stage:Stage IVA, dead, 90 days
2906.6
TCGA-CV-7103-01A
0 years, male, white, stage:Stage IVA, dead, 1591 days
2906.1
TCGA-CN-5356-01A
0 years, male, white, stage:Stage III, alive, 1409 days
2899.3
TCGA-CQ-A4C7-01A
0 years, male, white, stage:Stage III, dead, 353 days
2881.8
TCGA-IQ-A61G-01A
0 years, male, white, stage:Stage IVA, alive, 360 days
2875.8
TCGA-BA-A6DE-01A
0 years, female, white, stage:Stage II, alive, 440 days
2875.4
TCGA-UF-A7JC-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
2870.7
TCGA-CQ-5325-01A
0 years, male, white, stage:Stage I, dead, 654 days
2867.5
TCGA-BA-A6DI-01A
0 years, male, black or african american, stage:'--, dead, 336 days
2866.7
TCGA-CQ-7069-01A
0 years, female, white, stage:Stage II, alive, 1274 days
2846.9
TCGA-D6-A6EO-01A
0 years, male, white, stage:Stage IVA, alive, 759 days
2825.7
TCGA-CR-7395-01A
0 years, female, white, stage:Stage II, alive, 930 days
2820.2
TCGA-CR-6481-01A
0 years, male, white, stage:'--, alive, 311 days
2810.4
TCGA-CV-5442-01A
0 years, female, white, stage:Stage IVA, alive, 2327 days
2804.6
TCGA-CR-7380-01A
0 years, male, white, stage:Stage IVB, dead, 606 days
2798.5
TCGA-BA-6870-01A
0 years, female, black or african american, stage:'--, dead, 451 days
2789.8
TCGA-CN-4726-01A
0 years, male, white, stage:Stage IVA, dead, 142 days
2786.2
TCGA-CN-6011-01A
0 years, male, white, stage:Stage IVA, alive, 933 days
2786.2
TCGA-CR-6491-01A
0 years, male, black or african american, stage:Stage IVA, alive, 693 days
2783.8
TCGA-CV-6942-01A
0 years, female, white, stage:Stage II, alive, 4282 days
2783.7
TCGA-CR-7370-01A
0 years, female, white, stage:'--, alive, 105 days
2778.4
TCGA-CN-A6UY-01A
0 years, male, white, stage:Stage IVA, alive, 713 days
2762.3
TCGA-F7-A61W-01A
0 years, male, asian, stage:Stage IVA, alive, 14 days
2736.8
TCGA-IQ-A61E-01A
0 years, female, white, stage:Stage III, alive, 1147 days
2717.8
TCGA-CR-6470-01A
0 years, male, white, stage:Stage II, alive, 1521 days
2717.8
TCGA-CQ-5323-01A
0 years, male, white, stage:Stage I, alive, 1466 days
2716.8
TCGA-CN-A49A-01A
0 years, male, white, stage:Stage IVB, dead, 526 days
2715.3
TCGA-P3-A6SW-01A
0 years, male, white, stage:Stage IVB, alive, 1120 days
2712.0
TCGA-CV-7427-01A
0 years, female, white, stage:Stage II, dead, 4760 days
2693.9
TCGA-CN-5374-01A
0 years, female, white, stage:Stage IVA, dead, 1732 days
2687.1
TCGA-CV-A6K2-01A
0 years, male, white, stage:Stage IVA, dead, 317 days
2675.9
TCGA-CV-A6JD-01A
0 years, female, white, stage:'--, dead, 182 days
2665.3
TCGA-CN-5364-01A
0 years, male, white, stage:Stage IVA, dead, 493 days
2658.0
TCGA-BA-A6DJ-01A
0 years, male, asian, stage:Stage IVA, dead, 407 days
2657.7
TCGA-CV-A6JY-01A
0 years, male, white, stage:Stage IVA, alive, 646 days
2654.0
TCGA-CN-5370-01A
0 years, male, white, stage:Stage III, dead, 259 days
2652.5
TCGA-CV-5979-01A
0 years, male, white, stage:Stage IVA, alive, 1315 days
2640.3
TCGA-P3-A6T3-01A
0 years, male, white, stage:Stage IVA, dead, 577 days
2622.6
TCGA-CN-6019-01A
0 years, male, white, stage:Stage IVA, alive, 1038 days
2620.3
TCGA-CV-7432-01A
0 years, male, white, stage:Stage II, dead, 2570 days
2610.0
TCGA-UF-A71B-01A
0 years, male, white, stage:Stage IVA, alive, 1506 days
2601.3
TCGA-CV-A45Y-01A
0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
2594.7
TCGA-CV-7418-01A
0 years, male, black or african american, stage:Stage IVA, dead, 789 days
2589.1
TCGA-CV-7101-01A
0 years, male, white, stage:Stage II, dead, 160 days
2584.8
TCGA-CN-A6V3-01A
0 years, male, white, stage:Stage IVA, alive, 742 days
2568.3
TCGA-CV-7252-01A
0 years, female, black or african american, stage:Stage IVA, dead, 151 days
2557.6
TCGA-CV-7100-01A
0 years, male, white, stage:Stage III, dead, 274 days
2554.7
TCGA-DQ-5630-01A
0 years, male, white, stage:'--, alive, 1030 days
2550.1
TCGA-CV-7263-01A
0 years, male, black or african american, stage:Stage II, dead, 560 days
2549.5
TCGA-CN-4738-01A
0 years, male, white, stage:Stage IVA, dead, 436 days
2544.5
TCGA-HD-7229-01A
0 years, male, white, stage:Stage IVA, alive, 1027 days
2530.6
TCGA-CV-7568-01A
0 years, female, white, stage:Stage IVA, dead, 927 days
2525.4
TCGA-BA-5153-01A
0 years, male, white, stage:'--, dead, 1762 days
2518.4
TCGA-CV-7090-01A
0 years, male, white, stage:Stage II, alive, 5252 days
2508.2
TCGA-BA-6873-01A
0 years, male, white, stage:Stage IVA, alive, 122 days
2507.5
TCGA-CN-6010-01A
0 years, male, white, stage:Stage IVA, alive, 1523 days
2505.7
TCGA-CN-6997-01A
0 years, male, white, stage:Stage IVA, dead, 988 days
2487.1
TCGA-CV-A45T-01A
0 years, female, white, stage:'--, dead, 4856 days
2483.6
TCGA-D6-A6EN-01A
0 years, male, white, stage:Stage III, alive, 687 days
2478.1
TCGA-MT-A67D-01A
0 years, male, white, stage:Stage II, alive, 56 days
2474.4
TCGA-BB-4225-01A
0 years, male, white, stage:'--, alive, 146 days
2461.6
TCGA-CV-6953-01A
0 years, female, white, stage:Stage III, dead, 1641 days
2458.7
TCGA-BA-A4II-01A
0 years, male, white, stage:Stage II, alive, 918 days
2438.6
TCGA-HD-A633-01A
0 years, male, white, stage:Stage IVA, alive, 421 days
2429.1
TCGA-BA-5556-01A
0 years, female, white, stage:Stage II, alive, 725 days
2418.0
TCGA-CN-4727-01A
0 years, male, white, stage:Stage IVA, alive, 1560 days
2406.0
TCGA-C9-A47Z-01A
0 years, female, asian, stage:Stage III, dead, 191 days
2405.2
TCGA-CN-4735-01A
0 years, male, white, stage:Stage IVA, alive, 1737 days
2400.3
TCGA-CQ-5332-01A
0 years, male, white, stage:Stage III, dead, 317 days
2395.8
TCGA-CV-7416-01A
0 years, female, white, stage:Stage IVA, dead, 763 days
2393.0
TCGA-D6-8568-01A
0 years, male, white, stage:Stage II, alive, 759 days
2387.9
TCGA-CQ-6219-01A
0 years, female, white, stage:Stage IVA, dead, 479 days
2377.6
TCGA-CV-7440-01A
0 years, male, white, stage:Stage II, dead, 675 days
2353.7
TCGA-MT-A67F-01A
0 years, female, white, stage:Stage IVA, alive, 384 days
2339.5
TCGA-F7-A622-01A
0 years, male, white, stage:Stage III, dead, 359 days
2317.8
TCGA-BB-4223-01A
0 years, male, white, stage:Stage IVA, alive, 3221 days
2313.4
TCGA-CN-4736-01A
0 years, female, white, stage:'--, dead, 395 days
2305.5
TCGA-CR-7377-01A
0 years, male, white, stage:Stage IVA, dead, 279 days
2289.7
TCGA-CV-7446-01A
0 years, male, white, stage:Stage IVA, dead, 1093 days
2284.8
TCGA-CR-6484-01A
0 years, female, asian, stage:Stage IVA, alive, 354 days
2284.6
TCGA-CN-6996-01A
0 years, female, white, stage:Stage IVA, dead, 530 days
2282.7
TCGA-F7-A50G-01A
0 years, male, white, stage:Stage III, alive, 616 days
2270.2
TCGA-CV-7428-01A
0 years, male, white, stage:Stage IVA, dead, 1671 days
2260.1
TCGA-C9-A480-01A
0 years, female, asian, stage:Stage III, alive, 386 days
2257.1
TCGA-CN-5355-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1278 days
2253.2
TCGA-CV-5966-01A
0 years, female, white, stage:Stage IVA, dead, 545 days
2241.9
TCGA-CR-7379-01A
0 years, female, white, stage:Stage IVA, alive, 1036 days
2238.6
TCGA-BB-8596-01A
0 years, female, white, stage:Stage IVA, alive, 2161 days
2235.8
TCGA-CQ-5334-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
2225.4
TCGA-CN-6989-01A
0 years, male, white, stage:Stage IVA, dead, 980 days
2222.5
TCGA-D6-6826-01A
0 years, female, white, stage:Stage IVA, dead, 348 days
2212.6
TCGA-CV-5443-01A
0 years, male, black or african american, stage:Stage III, alive, 2784 days
2208.0
TCGA-BA-6871-01A
0 years, male, white, stage:'--, dead, 108 days
2207.1
TCGA-CQ-7068-01A
0 years, female, white, stage:Stage II, alive, 1309 days
2190.5
TCGA-CV-5978-01A
0 years, female, black or african american, stage:Stage IVB, dead, 215 days
2182.2
TCGA-CV-7102-01A
0 years, female, white, stage:Stage IVA, dead, 56 days
2181.7
TCGA-CV-5970-01A
0 years, male, white, stage:Stage IVA, dead, 406 days
2180.4
TCGA-CV-6936-01A
0 years, male, white, stage:Stage IVA, dead, 166 days
2156.5
TCGA-CQ-6227-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
2155.3
TCGA-CQ-A4CB-01A
0 years, male, stage:Stage III, alive, 893 days
2126.0
TCGA-CV-7254-01A
0 years, male, white, stage:Stage II, dead, 1459 days
2112.7
TCGA-CR-7402-01A
0 years, male, white, stage:'--, alive, 911 days
2096.3
TCGA-CQ-5333-01A
0 years, male, white, stage:Stage II, dead, 341 days
2083.6
TCGA-CN-4740-01A
0 years, female, white, stage:Stage IVA, dead, 839 days
2078.4
TCGA-CR-6488-01A
0 years, female, white, stage:Stage II, alive, 379 days
2055.4
TCGA-CR-6493-01A
0 years, male, black or african american, stage:Stage IVA, dead, 282 days
2050.4
TCGA-BA-4078-01A
0 years, male, white, stage:'--, dead, 276 days
2050.1
TCGA-CN-4737-01A
0 years, male, white, stage:Stage IVA, alive, 625 days
2033.9
TCGA-CV-6939-01A
0 years, male, white, stage:Stage IVA, dead, 666 days
2019.8
TCGA-KU-A66T-01A
0 years, female, white, stage:Stage IVA, alive, 552 days
2006.9
TCGA-IQ-7632-01A
0 years, female, white, stage:Stage IVA, alive, 441 days
1988.2
TCGA-CR-6474-01A
0 years, male, white, stage:Stage IVA, dead, 564 days
1983.1
TCGA-BA-A6DL-01A
0 years, male, white, stage:'--, alive, 623 days
1977.2
TCGA-CR-6467-01A
0 years, male, white, stage:Stage III, alive, 1777 days
1961.1
TCGA-CV-6934-01A
0 years, female, white, stage:Stage IVA, dead, 65 days
1960.8
TCGA-CV-7425-01A
0 years, female, white, stage:Stage III, dead, 1718 days
1955.5
TCGA-CR-7397-01A
0 years, male, white, stage:Stage IVA, alive, 754 days
1951.2
TCGA-CV-A45U-01A
0 years, male, white, stage:Stage IVA, dead, 1079 days
1941.0
TCGA-D6-6515-01A
0 years, female, white, stage:Stage II, dead, 403 days
1938.4
TCGA-CN-A497-01A
0 years, male, stage:Stage III, alive, 1065 days
1922.1
TCGA-CR-7365-01A
0 years, male, white, stage:Stage IVA, alive, 1191 days
1919.4
TCGA-CV-6959-01A
0 years, male, white, stage:Stage III, dead, 256 days
1912.9
TCGA-CQ-5324-01A
0 years, male, white, stage:Stage III, alive, 1593 days
1912.4
TCGA-CR-5250-01A
0 years, male, white, stage:'--, alive, 799 days
1907.0
TCGA-BA-5152-01A
0 years, male, white, stage:Stage IVA, alive, 1288 days
1893.9
TCGA-D6-6823-01A
0 years, male, white, stage:Stage II, alive, 701 days
1884.2
TCGA-CR-6478-01A
0 years, female, white, stage:'--, dead, 183 days
1874.3
TCGA-BB-A5HU-01A
0 years, male, white, stage:Stage IVA, alive, 782 days
1857.6
TCGA-CR-7399-01A
0 years, female, white, stage:Stage IVA, alive, 181 days
1837.9
TCGA-CQ-6220-01A
0 years, male, white, stage:Stage III, dead, 985 days
1836.1
TCGA-BB-4228-01A
0 years, male, white, stage:Stage III, alive, 559 days
1823.3
TCGA-CR-7394-01A
0 years, male, white, stage:Stage IVA, alive, 1346 days
1820.2
TCGA-CQ-5329-01A
0 years, female, white, stage:Stage II, alive, 2143 days
1816.5
TCGA-CV-A45W-01A
0 years, male, white, stage:Stage II, dead, 1398 days
1812.1
TCGA-BA-4076-01A
0 years, male, white, stage:'--, dead, 415 days
1805.9
TCGA-CV-7255-01A
0 years, female, white, stage:Stage IVA, dead, 64 days
1792.9
TCGA-CR-6477-01A
0 years, female, white, stage:'--, alive, 514 days
1782.8
TCGA-UF-A7JJ-01A
0 years, male, stage:Stage IVA, alive, 549 days
1780.7
TCGA-BB-4224-01A
0 years, male, white, stage:Stage IVA, alive, 278 days
1773.3
TCGA-P3-A5QA-01A
0 years, male, stage:Stage I, alive, 2182 days
1770.3
TCGA-UF-A7JK-01A
0 years, male, stage:Stage IVA, dead, 424 days
1763.6
TCGA-CQ-7071-01A
0 years, female, white, stage:Stage III, alive, 1311 days
1761.4
TCGA-CV-6961-01A
0 years, male, white, stage:Stage II, dead, 76 days
1751.7
TCGA-CR-5248-01A
0 years, male, white, stage:'--, alive, 1663 days
1743.1
TCGA-CQ-6224-01A
0 years, male, white, stage:Stage IVA, alive, 1721 days
1709.5
TCGA-CN-4728-01A
0 years, male, white, stage:Stage IVA, alive, 1724 days
1700.1
TCGA-BA-5151-01A
0 years, male, white, stage:Stage IVA, alive, 722 days
1698.0
TCGA-BA-5559-01A
0 years, male, white, stage:'--, dead, 2083 days
1697.5
TCGA-CX-7085-01A
0 years, female, white, stage:Stage I, alive, 321 days
1695.3
TCGA-BA-A4IH-01A
0 years, male, white, stage:'--, alive, 622 days
1694.9
TCGA-BA-A6DG-01A
0 years, male, white, stage:'--, dead, 69 days
1694.4
TCGA-CQ-A4CG-01A
0 years, female, white, stage:Stage III, dead, 430 days
1689.7
TCGA-CN-4742-01A
0 years, female, white, stage:Stage IVA, dead, 397 days
1688.1
TCGA-CN-6023-01A
0 years, male, white, stage:Stage IVA, alive, 1584 days
1683.3
TCGA-CR-7390-01A
0 years, male, white, stage:Stage IVA, alive, 1508 days
1680.0
TCGA-CR-7376-01A
0 years, male, white, stage:Stage III, alive, 972 days
1679.8
TCGA-D6-A6EM-01A
0 years, female, white, stage:Stage III, alive, 232 days
1670.9
TCGA-UF-A7JO-01A
0 years, female, white, stage:Stage IVA, dead, 631 days
1662.8
TCGA-CN-A499-01A
0 years, female, white, stage:Stage II, alive, 717 days
1658.9
TCGA-BB-4217-01A
0 years, male, black or african american, stage:Stage IVA, alive, 187 days
1645.4
TCGA-CR-6487-01A
0 years, male, white, stage:Stage I, alive, 234 days
1620.9
TCGA-CN-6022-01A
0 years, male, white, stage:Stage IVA, dead, 281 days
1620.9
TCGA-DQ-7588-01A
0 years, male, white, stage:'--, dead, 427 days
1620.2
TCGA-CN-4729-01A
0 years, male, white, stage:Stage III, alive, 392 days
1609.0
TCGA-IQ-A61H-01A
0 years, male, white, stage:Stage II, alive, 1138 days
1607.4
TCGA-T2-A6WX-01A
0 years, female, white, stage:'--, dead, 209 days
1604.7
TCGA-QK-A8Z7-01A
0 years, male, black or african american, stage:Stage IVA, alive, 392 days
1601.5
TCGA-CQ-A4CD-01A
0 years, male, white, stage:Stage IVA, alive, 1022 days
1599.8
TCGA-CQ-A4CH-01A
0 years, male, asian, stage:Stage II, dead, 379 days
1599.0
TCGA-UF-A7JD-01A
0 years, male, stage:Stage IVA, dead, 739 days
1576.7
TCGA-IQ-A61O-01A
0 years, male, white, stage:Stage IVA, dead, 421 days
1574.3
TCGA-MZ-A7D7-01A
0 years, male, white, stage:Stage IVA, alive, 547 days
1567.9
TCGA-CV-7248-01A
0 years, female, black or african american, stage:Stage IVA, dead, 521 days
1540.4
TCGA-CV-6441-01A
0 years, male, white, stage:Stage III, dead, 292 days
1534.8
TCGA-HD-7831-01A
0 years, male, white, stage:Stage IVA, alive, 667 days
1532.8
TCGA-CR-7392-01A
0 years, female, white, stage:Stage IVA, alive, 1425 days
1508.5
TCGA-CQ-5326-01A
0 years, male, white, stage:Stage IVA, dead, 89 days
1508.1
TCGA-CN-4730-01A
0 years, male, white, stage:Stage IVA, alive, 817 days
1506.2
TCGA-D6-6825-01A
0 years, male, white, stage:Stage I, alive, 491 days
1494.2
TCGA-CV-6938-01A
0 years, male, white, stage:Stage II, dead, 144 days
1432.9
TCGA-CV-5971-01A
0 years, male, white, stage:Stage IVA, alive, 701 days
1428.0
TCGA-CN-4731-01A
0 years, female, white, stage:Stage IVA, dead, 998 days
1421.5
TCGA-MZ-A5BI-01A
0 years, male, white, stage:'--, dead, 217 days
1419.4
TCGA-D6-6824-01A
0 years, male, white, stage:Stage IVA, alive, 77 days
1410.0
TCGA-CN-6018-01A
0 years, female, white, stage:Stage IVA, dead, 580 days
1404.6
TCGA-CV-5436-01A
0 years, male, stage:Stage IVA, dead, 584 days
1377.1
TCGA-CN-5369-01A
0 years, female, white, stage:Stage IVA, dead, 1 days
1373.0
TCGA-CN-4725-01A
0 years, male, white, stage:Stage II, alive, 1157 days
1367.3
TCGA-CR-7373-01A
0 years, male, white, stage:Stage IVA, alive, 889 days
1340.4
TCGA-HD-A4C1-01A
0 years, female, black or african american, stage:Stage IVA, alive, 11 days
1313.9
TCGA-CV-7235-01A
0 years, male, white, stage:Stage II, alive, 2347 days
1305.5
TCGA-H7-8501-01A
0 years, male, white, stage:Stage IVA, alive, 461 days
1269.2
TCGA-CN-5358-01A
0 years, male, white, stage:Stage II, dead, 261 days
1262.8
TCGA-CV-5431-01A
0 years, male, white, stage:Stage IVA, dead, 522 days
1245.3
TCGA-DQ-7591-01A
0 years, male, white, stage:'--, alive, 622 days
1232.1
TCGA-CQ-7072-01A
0 years, male, white, stage:Stage II, alive, 2359 days
1226.7
TCGA-CR-6473-01A
0 years, male, white, stage:'--, alive, 1125 days
1225.9
TCGA-CN-4723-01A
0 years, male, white, stage:Stage IVA, alive, 1699 days
1222.0
TCGA-DQ-5631-01A
0 years, male, white, stage:'--, dead, 548 days
1217.2
TCGA-CN-4734-01A
0 years, male, white, stage:Stage II, alive, 1690 days
1189.1
TCGA-P3-A6T2-01A
0 years, male, white, stage:Stage IVA, alive, 2298 days
1159.3
TCGA-CN-6017-01A
0 years, male, white, stage:Stage IVA, dead, 853 days
1153.0
TCGA-CN-A642-01A
0 years, male, white, stage:Stage IVB, dead, 82 days
1150.1
TCGA-WA-A7H4-01A
0 years, male, white, stage:Stage II, alive, 443 days
1122.1
TCGA-CQ-A4CI-01A
0 years, male, white, stage:Stage III, alive, 950 days
1118.7
TCGA-F7-A624-01A
0 years, male, white, stage:Stage II, alive, 378 days
1118.5
TCGA-BA-4075-01A
0 years, male, black or african american, stage:Stage III, dead, 283 days
1116.7
TCGA-CR-7374-01A
0 years, female, white, stage:'--, alive, 30 days
1103.7
TCGA-CR-7367-01A
0 years, male, white, stage:Stage IVA, alive, 1440 days
1072.7
TCGA-CN-5359-01A
0 years, male, white, stage:Stage IVA, dead, 377 days
1072.4
TCGA-QK-A8ZA-01A
0 years, male, black or african american, stage:'--, dead, 371 days
1057.2
TCGA-CV-5435-01A
0 years, male, white, stage:Stage IVA, dead, 2319 days
1041.9
TCGA-TN-A7HI-01A
0 years, male, white, stage:Stage IVA, alive, 412 days
954.4
TCGA-P3-A6SX-01A
0 years, male, white, stage:Stage III, dead, 1430 days
949.8
TCGA-QK-A6IG-01A
0 years, male, white, stage:Stage III, dead, 222 days
945.5
TCGA-CQ-6221-01A
0 years, male, white, stage:'--, alive, 1000 days
884.6
TCGA-CN-4733-01A
0 years, male, white, stage:Stage III, alive, 1586 days
873.0
TCGA-HD-A6HZ-01A
0 years, female, white, stage:Stage III, alive, 111 days
848.7
TCGA-MT-A7BN-01A
0 years, male, white, stage:Stage IVA, alive, 469 days
813.0
TCGA-D6-A6EP-01A
0 years, male, white, stage:Stage III, alive, 424 days
798.7
TCGA-KU-A66S-01A
0 years, female, white, stage:Stage III, dead, 406 days
748.6
TCGA-CR-7382-01A
0 years, male, white, stage:Stage IVA, alive, 796 days
723.8
TCGA-D6-6827-01A
0 years, female, white, stage:Stage I, alive, 568 days
690.5
TCGA-CR-6482-01A
0 years, male, black or african american, stage:'--, alive, 345 days
655.3
TCGA-BA-4074-01A
0 years, male, white, stage:Stage IVA, dead, 462 days
651.4
TCGA-CV-7429-01A
0 years, male, white, stage:Stage IVA, dead, 107 days
648.8
TCGA-CR-7398-01A
0 years, female, white, stage:Stage II, alive, 156 days
643.8
TCGA-QK-AA3K-01A
0 years, male, black or african american, stage:Stage IVA, alive, 253 days
626.1
TCGA-HD-A634-01A
0 years, male, white, stage:Stage IVA, dead, 130 days
599.3
TCGA-QK-A6IF-01A
0 years, male, white, stage:'--, alive, 704 days
493.1
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0094350004
Tumor
1.3
CPT0169740004
Normal
1.0
CPT0194420003
Tumor
0.9
CPT0245500003
Tumor
0.9
CPT0163410003
Tumor
0.9
C3N-00295-05
Normal
0.8
CPT0011130005
Tumor
0.8
CPT0229220002
Normal
0.8
CPT0244940004
Tumor
0.8
CPT0235460003
Tumor
0.8
CPT0194960003
Tumor
0.7
CPT0245600003
Tumor
0.7
CPT0237620004
Tumor
0.7
C3N-01758-04
Normal
0.7
CPT0246670003
Tumor
0.6
CPT0226350003
Normal
0.6
CPT0095040003
Tumor
0.6
CPT0196210003
Tumor
0.6
CPT0087820003
Tumor
0.6
CPT0248330003
Tumor
0.5
CPT0245460003
Normal
0.5
CPT0008960003
Normal
0.5
CPT0163610003
Normal
0.5
CPT0223970003
Tumor
0.5
C3N-04279-05
Normal
0.5
CPT0127050003
Tumor
0.5
C3N-02693-06
Normal
0.5
CPT0163490003
Normal
0.4
C3N-00857-05
Normal
0.4
CPT0163250003
Normal
0.4
CPT0011320003
Normal
0.4
CPT0245630003
Tumor
0.4
CPT0248350003
Normal
0.4
CPT0199700003
Tumor
0.4
CPT0245140003
Normal
0.4
CPT0162890003
Tumor
0.4
CPT0163790003
Tumor
0.3
CPT0177220003
Normal
0.3
CPT0088010003
Normal
0.3
CPT0195700003
Normal
0.3
CPT0196060003
Normal
0.3
CPT0199830003
Normal
0.3
CPT0278700002
Normal
0.3
CPT0123260003
Tumor
0.3
CPT0223460003
Normal
0.3
CPT0220610003
Tumor
0.3
CPT0226130003
Tumor
0.3
CPT0226400003
Normal
0.3
CPT0235920003
Normal
0.3
CPT0243090003
Tumor
0.3
CPT0237640003
Normal
0.3
CPT0226090003
Normal
0.3
CPT0223450003
Tumor
0.3
CPT0226270003
Normal
0.2
CPT0163480003
Tumor
0.2
CPT0245190003
Normal
0.2
CPT0094580003
Normal
0.2
C3N-04275-05
Normal
0.2
CPT0245020003
Normal
0.2
CPT0163430003
Normal
0.2
CPT0199890003
Normal
0.2
CPT0281470002
Normal
0.2
C3N-04276-06
Normal
0.2
CPT0084650004
Normal
0.2
CPT0013030003
Normal
0.2
CPT0226440003
Tumor
0.2
CPT0195880003
Normal
0.2
CPT0237480004
Tumor
0.2
CPT0011290003
Tumor
0.1
CPT0123180003
Tumor
0.1
CPT0163240003
Tumor
0.1
CPT0220620003
Normal
0.1
CPT0237130004
Tumor
0.1
CPT0195680003
Tumor
0.1
CPT0162990004
Tumor
0.1
CPT0245730003
Tumor
0.1
CPT0163020003
Normal
0.1
CPT0226450003
Normal
0.1
C3N-01620-05
Normal
0.1
CPT0013130003
Tumor
0.1
CPT0201860004
Normal
0.1
CPT0169920003
Normal
0.1
CPT0163340003
Tumor
0.0
CPT0236870003
Normal
0.0
CPT0163720003
Normal
0.0
CPT0222180003
Tumor
0.0
CPT0094560004
Tumor
0.0
CPT0163860003
Normal
0.0
CPT0163170003
Normal
0.0
CPT0236620003
Tumor
0.0
CPT0245560003
Normal
0.0
CPT0199820003
Tumor
0.0
CPT0162940003
Tumor
0.0
CPT0195860003
Tumor
0.0
CPT0008520008
Tumor
0.0
CPT0024810003
Tumor
0.0
CPT0207870004
Tumor
0.0
CPT0013000004
Tumor
0.0
CPT0245410003
Normal
0.0
CPT0222360003
Tumor
0.0
CPT0013250003
Normal
0.0
CPT0094490004
Tumor
0.0
CPT0222200003
Normal
0.0
CPT0163740003
Tumor
0.0
CPT0088080003
Normal
-0.1
CPT0245300003
Tumor
-0.1
CPT0237500003
Normal
-0.1
CPT0242000004
Normal
-0.1
CPT0235470002
Normal
-0.1
CPT0250310003
Tumor
-0.1
CPT0226340003
Tumor
-0.1
CPT0245130003
Tumor
-0.1
CPT0237150003
Normal
-0.1
CPT0088060004
Tumor
-0.1
CPT0013210004
Tumor
-0.1
CPT0245450003
Tumor
-0.1
CPT0245010003
Tumor
-0.1
C3N-01859-04
Normal
-0.1
CPT0013460003
Normal
-0.1
CPT0226390003
Tumor
-0.1
CPT0177390003
Tumor
-0.1
CPT0194250003
Tumor
-0.1
CPT0169640003
Tumor
-0.1
CPT0169890003
Tumor
-0.2
CPT0190860003
Normal
-0.2
CPT0176770003
Tumor
-0.2
CPT0163650003
Tumor
-0.2
CPT0123190003
Normal
-0.2
CPT0088430003
Normal
-0.2
CPT0196040003
Tumor
-0.2
CPT0008630003
Tumor
-0.2
CPT0163800003
Normal
-0.2
CPT0201830004
Tumor
-0.2
CPT0256560003
Tumor
-0.2
CPT0177200003
Tumor
-0.3
CPT0246620003
Tumor
-0.3
CPT0177010003
Tumor
-0.3
CPT0235910003
Tumor
-0.3
CPT0248520003
Tumor
-0.3
CPT0246540003
Tumor
-0.3
CPT0199880003
Tumor
-0.4
CPT0184530003
Tumor
-0.4
CPT0094280004
Tumor
-0.4
CPT0245400003
Tumor
-0.4
CPT0194800003
Normal
-0.4
CPT0087990003
Tumor
-0.4
CPT0236640003
Normal
-0.4
CPT0244890004
Tumor
-0.5
CPT0123280003
Normal
-0.5
CPT0246590003
Tumor
-0.5
CPT0094420004
Tumor
-0.5
CPT0226030003
Tumor
-0.5
CPT0261520003
Tumor
-0.5
CPT0243140004
Normal
-0.5
CPT0163160003
Tumor
-0.5
CPT0013430003
Tumor
-0.5
CPT0177710003
Tumor
-0.5
CPT0245180003
Tumor
-0.5
CPT0199710003
Normal
-0.6
CPT0194260003
Normal
-0.6
CPT0241980004
Tumor
-0.6
CPT0245060004
Tumor
-0.6
CPT0236850004
Tumor
-0.6
CPT0008930003
Tumor
-0.6
CPT0245680003
Tumor
-0.6
CPT0163840003
Tumor
-0.7
CPT0245550003
Tumor
-0.7
CPT0163530003
Tumor
-0.7
CPT0088410003
Tumor
-0.7
CPT0163600003
Tumor
-0.7
CPT0245230004
Tumor
-0.7
CPT0169730003
Tumor
-0.8
CPT0194790003
Tumor
-1.0
CPT0163090003
Tumor
-1.0
CPT0084630009
Tumor
-1.0
CPT0245350003
Tumor
-1.0
CPT0190850003
Tumor
-1.1
CPT0163910003
Tumor
-1.4
CPT0226250004
Tumor
-1.5
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.