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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.
CRABP2 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
278.2
Number of samples
492
Samples
Sample
Description
TPM
TCGA-CQ-6223-01A
0 years, male, white, stage:Stage II, alive, 1428 days
2236.7
TCGA-CR-7402-01A
0 years, male, white, stage:'--, alive, 911 days
1470.3
TCGA-UF-A719-01A
0 years, male, stage:Stage II, alive, 1663 days
1309.8
TCGA-CV-7413-01A
0 years, female, white, stage:Stage II, dead, 294 days
1307.6
TCGA-BA-4076-01A
0 years, male, white, stage:'--, dead, 415 days
1232.8
TCGA-CN-5373-01A
0 years, female, white, stage:Stage I, alive, 1584 days
1151.6
TCGA-F7-A622-01A
0 years, male, white, stage:Stage III, dead, 359 days
1142.8
TCGA-QK-A6VC-01A
0 years, female, black or african american, stage:Stage IVA, alive, 600 days
1070.9
TCGA-CR-7386-01A
0 years, male, white, stage:Stage IVA, alive, 1430 days
1051.2
TCGA-CQ-6229-01A
0 years, male, white, stage:Stage II, alive, 1179 days
1005.5
TCGA-CN-A498-01A
0 years, female, white, stage:Stage III, dead, 773 days
951.3
TCGA-BA-5152-01A
0 years, male, white, stage:Stage IVA, alive, 1288 days
937.8
TCGA-CV-6945-01A
0 years, male, white, stage:Stage IVA, dead, 366 days
929.7
TCGA-CR-6492-01A
0 years, male, white, stage:Stage III, alive, 479 days
920.8
TCGA-CV-A45P-01A
0 years, female, white, stage:Stage I, alive, 639 days
889.8
TCGA-D6-A6EO-01A
0 years, male, white, stage:Stage IVA, alive, 759 days
870.3
TCGA-BA-5151-01A
0 years, male, white, stage:Stage IVA, alive, 722 days
853.2
TCGA-BA-4074-01A
0 years, male, white, stage:Stage IVA, dead, 462 days
849.2
TCGA-H7-A6C4-01A
0 years, female, white, stage:Stage IVA, dead, 414 days
822.0
TCGA-CV-7411-01A
0 years, female, white, stage:Stage IVA, dead, 2717 days
818.1
TCGA-IQ-A6SG-01A
0 years, female, white, stage:Stage III, alive, 579 days
812.0
TCGA-CV-A45O-01A
0 years, male, white, stage:'--, alive, 851 days
791.0
TCGA-DQ-5630-01A
0 years, male, white, stage:'--, alive, 1030 days
770.2
TCGA-CV-6436-01A
0 years, male, white, stage:Stage IVA, alive, 1899 days
769.0
TCGA-CQ-7065-01A
0 years, male, asian, stage:Stage II, alive, 1628 days
760.1
TCGA-CV-7421-01A
0 years, male, white, stage:Stage IVA, dead, 2 days
755.9
TCGA-CV-7410-01A
0 years, male, white, stage:Stage III, dead, 6417 days
737.7
TCGA-CQ-6218-01A
0 years, female, white, stage:Stage IVA, alive, 1253 days
736.0
TCGA-QK-A8Z8-01A
0 years, female, black or african american, stage:Stage IVC, dead, 171 days
730.7
TCGA-CQ-7063-01A
0 years, female, white, stage:Stage I, alive, 2133 days
728.6
TCGA-F7-A61V-01A
0 years, male, white, stage:Stage II, alive, 759 days
725.6
TCGA-H7-7774-01A
0 years, female, white, stage:Stage IVA, alive, 407 days
725.1
TCGA-CV-6955-01A
0 years, female, white, stage:Stage II, dead, 334 days
720.8
TCGA-BB-4224-01A
0 years, male, white, stage:Stage IVA, alive, 278 days
701.6
TCGA-CQ-A4C9-01A
0 years, male, stage:Stage III, alive, 707 days
692.7
TCGA-CV-6952-01A
0 years, female, white, stage:Stage IVA, dead, 185 days
678.6
TCGA-CQ-5334-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
673.2
TCGA-CN-4722-01A
0 years, female, white, stage:Stage II, alive, 1483 days
660.6
TCGA-CV-A45V-01A
0 years, female, white, stage:Stage IVA, dead, 32 days
660.4
TCGA-CN-6998-01A
0 years, male, white, stage:Stage IVA, dead, 357 days
646.9
TCGA-CV-7255-01A
0 years, female, white, stage:Stage IVA, dead, 64 days
640.5
TCGA-CV-A464-01A
0 years, male, white, stage:Stage III, alive, 1722 days
639.1
TCGA-P3-A6T7-01A
0 years, male, white, stage:Stage IVA, dead, 487 days
634.0
TCGA-CV-7433-01A
0 years, male, white, stage:Stage IVA, dead, 601 days
629.7
TCGA-CR-5247-01A
0 years, male, black or african american, stage:'--, alive, 358 days
625.3
TCGA-P3-A6T6-01A
0 years, male, white, stage:Stage IVA, dead, 395 days
619.7
TCGA-QK-A652-01A
0 years, male, white, stage:Stage III, alive, 645 days
619.6
TCGA-BA-A4II-01A
0 years, male, white, stage:Stage II, alive, 918 days
617.3
TCGA-CV-6937-01A
0 years, male, white, stage:Stage II, dead, 624 days
616.9
TCGA-CV-6935-01A
0 years, male, white, stage:Stage IVA, dead, 295 days
610.4
TCGA-CN-A63U-01A
0 years, male, white, stage:Stage IVA, alive, 964 days
609.8
TCGA-BA-A6DA-01A
0 years, female, white, stage:Stage IVA, alive, 351 days
608.4
TCGA-F7-A623-01A
0 years, male, white, stage:Stage IVA, alive, 616 days
603.1
TCGA-CR-7401-01A
0 years, male, white, stage:Stage I, alive, 1077 days
602.4
TCGA-P3-A6T4-01A
0 years, male, white, stage:Stage IVA, dead, 62 days
599.9
TCGA-MT-A67F-01A
0 years, female, white, stage:Stage IVA, alive, 384 days
594.4
TCGA-MT-A67D-01A
0 years, male, white, stage:Stage II, alive, 56 days
592.8
TCGA-CV-7427-01A
0 years, female, white, stage:Stage II, dead, 4760 days
588.2
TCGA-CV-A468-01A
0 years, male, stage:Stage IVA, dead, 464 days
575.9
TCGA-CV-7183-01A
0 years, male, white, stage:Stage II, alive, 3981 days
569.9
TCGA-CR-7369-01A
0 years, male, white, stage:Stage IVA, dead, 1090 days
568.3
TCGA-CN-6016-01A
0 years, male, white, stage:Stage IVA, alive, 1443 days
566.4
TCGA-CV-A45R-01A
0 years, male, white, stage:Stage III, alive, 5480 days
558.4
TCGA-UF-A718-01A
0 years, male, white, stage:Stage IVA, alive, 1971 days
553.3
TCGA-CV-A45Y-01A
0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
552.7
TCGA-UF-A7JC-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
546.5
TCGA-MZ-A7D7-01A
0 years, male, white, stage:Stage IVA, alive, 547 days
544.6
TCGA-CV-7095-01A
0 years, female, stage:Stage II, dead, 572 days
538.4
TCGA-CV-7104-01A
0 years, female, white, stage:Stage IVA, dead, 393 days
534.3
TCGA-CV-6943-01A
0 years, male, white, stage:Stage III, dead, 602 days
528.9
TCGA-BB-A6UO-01A
0 years, female, white, stage:Stage IVA, dead, 268 days
526.5
TCGA-UF-A7JF-01A
0 years, male, white, stage:Stage IVA, alive, 1686 days
524.3
TCGA-UF-A7JK-01A
0 years, male, stage:Stage IVA, dead, 424 days
524.3
TCGA-CV-A45X-01A
0 years, male, white, stage:Stage IVA, dead, 198 days
522.9
TCGA-HD-A4C1-01A
0 years, female, black or african american, stage:Stage IVA, alive, 11 days
522.5
TCGA-CV-5970-01A
0 years, male, white, stage:Stage IVA, dead, 406 days
520.3
TCGA-CN-4734-01A
0 years, male, white, stage:Stage II, alive, 1690 days
518.7
TCGA-BA-6872-01A
0 years, male, white, stage:'--, dead, 384 days
518.7
TCGA-CV-7423-01A
0 years, male, white, stage:Stage II, dead, 3059 days
517.5
TCGA-BA-A4IF-01A
0 years, male, white, stage:'--, alive, 895 days
515.5
TCGA-CV-6960-01A
0 years, male, black or african american, stage:Stage III, dead, 862 days
510.8
TCGA-CV-7406-01A
0 years, male, white, stage:Stage II, dead, 1748 days
509.9
TCGA-CQ-A4CE-01A
0 years, female, stage:Stage II, alive, 897 days
507.1
TCGA-CV-6954-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2002 days
505.8
TCGA-F7-A50J-01A
0 years, female, white, stage:Stage III, alive, 947 days
505.5
TCGA-CR-7390-01A
0 years, male, white, stage:Stage IVA, alive, 1508 days
501.1
TCGA-CN-6020-01A
0 years, male, black or african american, stage:Stage III, dead, 205 days
489.6
TCGA-HD-A633-01A
0 years, male, white, stage:Stage IVA, alive, 421 days
487.8
TCGA-QK-A6IJ-01A
0 years, male, white, stage:Stage III, alive, 387 days
486.5
TCGA-CQ-7071-01A
0 years, female, white, stage:Stage III, alive, 1311 days
486.3
TCGA-BA-A6DD-01A
0 years, male, black or african american, stage:Stage IVA, dead, 173 days
485.7
TCGA-CV-5976-01A
0 years, male, white, stage:Stage IVA, alive, 1478 days
483.6
TCGA-D6-6825-01A
0 years, male, white, stage:Stage I, alive, 491 days
483.3
TCGA-D6-6515-01A
0 years, female, white, stage:Stage II, dead, 403 days
483.0
TCGA-BB-4227-01A
0 years, male, white, stage:Stage IVA, alive, 134 days
482.0
TCGA-CV-7089-01A
0 years, male, white, stage:Stage IVA, dead, 1972 days
478.8
TCGA-BB-A5HZ-01A
0 years, male, white, stage:Stage IVA, alive, 827 days
473.5
TCGA-CR-7389-01A
0 years, male, black or african american, stage:'--, alive, 392 days
467.0
TCGA-CV-7238-01A
0 years, female, white, stage:Stage II, alive, 2727 days
463.9
TCGA-UF-A7JJ-01A
0 years, male, stage:Stage IVA, alive, 549 days
463.8
TCGA-BB-A5HU-01A
0 years, male, white, stage:Stage IVA, alive, 782 days
463.8
TCGA-KU-A66T-01A
0 years, female, white, stage:Stage IVA, alive, 552 days
462.4
TCGA-CV-7099-01A
0 years, female, white, stage:Stage II, dead, 243 days
458.3
TCGA-CN-A49A-01A
0 years, male, white, stage:Stage IVB, dead, 526 days
453.9
TCGA-CV-7414-01A
0 years, male, white, stage:Stage IVA, dead, 14 days
447.0
TCGA-QK-A8ZB-01A
0 years, male, black or african american, stage:Stage IVA, alive, 542 days
444.3
TCGA-CV-7250-01A
0 years, male, white, stage:Stage IVA, dead, 2900 days
442.4
TCGA-BA-A6DJ-01A
0 years, male, asian, stage:Stage IVA, dead, 407 days
440.7
TCGA-CV-A6JT-01A
0 years, male, white, stage:Stage II, alive, 852 days
437.4
TCGA-CV-6938-01A
0 years, male, white, stage:Stage II, dead, 144 days
426.9
TCGA-D6-A6EQ-01A
0 years, male, white, stage:Stage IVA, alive, 368 days
422.3
TCGA-CR-7394-01A
0 years, male, white, stage:Stage IVA, alive, 1346 days
419.9
TCGA-CV-5432-01A
0 years, male, white, stage:Stage III, alive, 3930 days
419.3
TCGA-IQ-A61J-01A
0 years, male, white, stage:Stage IVA, alive, 1021 days
418.8
TCGA-CN-A63V-01A
0 years, male, white, stage:Stage IVA, alive, 679 days
418.0
TCGA-WA-A7GZ-01A
0 years, male, white, stage:'--, dead, 625 days
413.8
TCGA-CV-7438-01A
0 years, female, white, stage:Stage I, dead, 194 days
412.8
TCGA-D6-8569-01A
0 years, male, white, stage:Stage II, alive, 770 days
412.3
TCGA-F7-A50G-01A
0 years, male, white, stage:Stage III, alive, 616 days
411.3
TCGA-BA-5557-01A
0 years, female, stage:Stage III, alive, 623 days
407.3
TCGA-HD-7831-01A
0 years, male, white, stage:Stage IVA, alive, 667 days
406.4
TCGA-CQ-7069-01A
0 years, female, white, stage:Stage II, alive, 1274 days
405.7
TCGA-F7-A620-01A
0 years, male, white, stage:Stage III, alive, 543 days
405.4
TCGA-CN-4741-01A
0 years, male, white, stage:Stage IVA, alive, 2239 days
400.5
TCGA-MT-A51W-01A
0 years, female, white, stage:Stage I, alive, 437 days
398.9
TCGA-CV-A460-01A
0 years, male, white, stage:'--, dead, 1838 days
397.9
TCGA-CV-7180-01A
0 years, male, white, stage:Stage II, dead, 327 days
396.7
TCGA-CN-6994-01A
0 years, male, white, stage:Stage IVA, alive, 1183 days
392.1
TCGA-CV-A465-01A
0 years, male, white, stage:Stage III, dead, 215 days
389.0
TCGA-CN-A6V3-01A
0 years, male, white, stage:Stage IVA, alive, 742 days
388.0
TCGA-HL-7533-01A
0 years, male, white, stage:'--, alive, 1057 days
387.4
TCGA-CR-7367-01A
0 years, male, white, stage:Stage IVA, alive, 1440 days
383.6
TCGA-CV-7415-01A
0 years, male, white, stage:Stage IVA, dead, 695 days
382.4
TCGA-CQ-6220-01A
0 years, male, white, stage:Stage III, dead, 985 days
380.1
TCGA-CN-4740-01A
0 years, female, white, stage:Stage IVA, dead, 839 days
378.2
TCGA-CN-4729-01A
0 years, male, white, stage:Stage III, alive, 392 days
375.5
TCGA-F7-A50I-01A
0 years, male, white, stage:Stage IVA, alive, 92 days
369.8
TCGA-CR-6484-01A
0 years, female, asian, stage:Stage IVA, alive, 354 days
369.6
TCGA-BA-5556-01A
0 years, female, white, stage:Stage II, alive, 725 days
369.4
TCGA-TN-A7HJ-01A
0 years, male, white, stage:Stage IVA, alive, 403 days
362.3
TCGA-CN-4730-01A
0 years, male, white, stage:Stage IVA, alive, 817 days
361.4
TCGA-CN-6995-01A
0 years, male, white, stage:Stage IVA, dead, 112 days
359.8
TCGA-D6-A74Q-01A
0 years, male, white, stage:Stage IVA, alive, 710 days
357.1
TCGA-F7-8489-01A
0 years, male, white, stage:Stage II, alive, 658 days
352.0
TCGA-4P-AA8J-01A
0 years, male, black or african american, stage:Stage IVA, alive, 102 days
351.9
TCGA-CQ-6222-01A
0 years, male, white, stage:Stage IVA, alive, 2016 days
351.8
TCGA-CR-6474-01A
0 years, male, white, stage:Stage IVA, dead, 564 days
348.2
TCGA-KU-A6H7-01A
0 years, female, white, stage:Stage IVA, alive, 586 days
347.0
TCGA-CN-6024-01A
0 years, male, white, stage:Stage IVA, dead, 337 days
346.3
TCGA-CR-7380-01A
0 years, male, white, stage:Stage IVB, dead, 606 days
335.5
TCGA-IQ-A6SH-01A
0 years, male, black or african american, stage:Stage III, alive, 471 days
332.1
TCGA-BA-A6DI-01A
0 years, male, black or african american, stage:'--, dead, 336 days
331.2
TCGA-CN-4737-01A
0 years, male, white, stage:Stage IVA, alive, 625 days
331.0
TCGA-CN-5374-01A
0 years, female, white, stage:Stage IVA, dead, 1732 days
329.7
TCGA-IQ-A61E-01A
0 years, female, white, stage:Stage III, alive, 1147 days
326.8
TCGA-CN-5364-01A
0 years, male, white, stage:Stage IVA, dead, 493 days
326.6
TCGA-CV-7100-01A
0 years, male, white, stage:Stage III, dead, 274 days
326.2
TCGA-CN-A497-01A
0 years, male, stage:Stage III, alive, 1065 days
322.8
TCGA-QK-AA3J-01A
0 years, male, black or african american, stage:Stage I, alive, 466 days
322.0
TCGA-CV-7245-01A
0 years, male, white, stage:Stage IVA, alive, 797 days
321.0
TCGA-CV-A6JN-01A
0 years, male, white, stage:'--, alive, 906 days
319.3
TCGA-C9-A47Z-01A
0 years, female, asian, stage:Stage III, dead, 191 days
316.3
TCGA-CQ-5325-01A
0 years, male, white, stage:Stage I, dead, 654 days
309.9
TCGA-UF-A7JA-01A
0 years, female, white, stage:Stage IVA, alive, 2265 days
309.1
TCGA-UF-A7JD-01A
0 years, male, stage:Stage IVA, dead, 739 days
307.0
TCGA-CR-7364-01A
0 years, male, white, stage:Stage III, alive, 1435 days
299.9
TCGA-CN-4727-01A
0 years, male, white, stage:Stage IVA, alive, 1560 days
299.8
TCGA-C9-A480-01A
0 years, female, asian, stage:Stage III, alive, 386 days
298.8
TCGA-CN-A63W-01A
0 years, female, white, stage:Stage IVA, dead, 377 days
297.2
TCGA-P3-A6SW-01A
0 years, male, white, stage:Stage IVB, alive, 1120 days
296.4
TCGA-CR-7393-01A
0 years, male, white, stage:Stage III, alive, 993 days
295.6
TCGA-CV-7247-01A
0 years, male, white, stage:Stage III, dead, 577 days
292.6
TCGA-CQ-A4C6-01A
0 years, male, asian, stage:Stage II, alive, 1353 days
290.4
TCGA-CV-A461-01A
0 years, male, white, stage:'--, dead, 2064 days
289.2
TCGA-CR-7372-01A
0 years, male, white, stage:Stage I, alive, 759 days
289.0
TCGA-CN-5365-01A
0 years, male, white, stage:Stage IVB, dead, 351 days
283.7
TCGA-CV-6961-01A
0 years, male, white, stage:Stage II, dead, 76 days
279.3
TCGA-CR-7395-01A
0 years, female, white, stage:Stage II, alive, 930 days
279.3
TCGA-CN-5355-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1278 days
278.1
TCGA-CV-7428-01A
0 years, male, white, stage:Stage IVA, dead, 1671 days
277.9
TCGA-CR-7383-01A
0 years, female, white, stage:Stage I, dead, 521 days
276.7
TCGA-CX-7219-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1045 days
276.5
TCGA-BA-7269-01A
0 years, male, white, stage:Stage III, alive, 1273 days
272.7
TCGA-IQ-7632-01A
0 years, female, white, stage:Stage IVA, alive, 441 days
272.6
TCGA-CR-7368-01A
0 years, male, white, stage:Stage IVA, alive, 1245 days
272.3
TCGA-CV-5430-01A
0 years, male, white, stage:Stage IVA, alive, 4241 days
272.0
TCGA-CN-4742-01A
0 years, female, white, stage:Stage IVA, dead, 397 days
271.3
TCGA-CN-4726-01A
0 years, male, white, stage:Stage IVA, dead, 142 days
268.5
TCGA-CV-5435-01A
0 years, male, white, stage:Stage IVA, dead, 2319 days
267.6
TCGA-BB-8596-01A
0 years, female, white, stage:Stage IVA, alive, 2161 days
267.0
TCGA-CQ-5327-01A
0 years, female, asian, stage:Stage IVA, alive, 1660 days
265.3
TCGA-CV-6953-01A
0 years, female, white, stage:Stage III, dead, 1641 days
264.9
TCGA-BA-5555-01A
0 years, male, black or african american, stage:Stage IVA, alive, 520 days
264.7
TCGA-D6-A6EP-01A
0 years, male, white, stage:Stage III, alive, 424 days
263.9
TCGA-CV-A45T-01A
0 years, female, white, stage:'--, dead, 4856 days
263.9
TCGA-CN-6988-01A
0 years, male, white, stage:Stage IVA, alive, 318 days
263.6
TCGA-CV-7177-01A
0 years, female, white, stage:Stage II, dead, 663 days
262.2
TCGA-CR-6493-01A
0 years, male, black or african american, stage:Stage IVA, dead, 282 days
260.1
TCGA-CV-7236-01A
0 years, female, white, stage:Stage IVA, dead, 144 days
259.9
TCGA-CV-7432-01A
0 years, male, white, stage:Stage II, dead, 2570 days
255.2
TCGA-BA-6869-01A
0 years, male, white, stage:Stage III, alive, 644 days
254.9
TCGA-CV-A6JY-01A
0 years, male, white, stage:Stage IVA, alive, 646 days
253.5
TCGA-CV-7178-01A
0 years, female, white, stage:Stage IVA, dead, 2166 days
253.5
TCGA-CR-7391-01A
0 years, female, white, stage:Stage I, alive, 913 days
251.8
TCGA-CR-6488-01A
0 years, female, white, stage:Stage II, alive, 379 days
249.9
TCGA-CV-7091-01A
0 years, male, white, stage:Stage I, alive, 3381 days
248.4
TCGA-HD-7832-01A
0 years, male, white, stage:Stage IVA, alive, 836 days
247.2
TCGA-CN-5359-01A
0 years, male, white, stage:Stage IVA, dead, 377 days
246.5
TCGA-HD-A6HZ-01A
0 years, female, white, stage:Stage III, alive, 111 days
244.3
TCGA-CV-5431-01A
0 years, male, white, stage:Stage IVA, dead, 522 days
239.6
TCGA-DQ-7592-01A
0 years, male, american indian or alaska native, stage:'--, alive, 1143 days
239.4
TCGA-D6-A4ZB-01A
0 years, male, white, stage:Stage III, alive, 376 days
239.0
TCGA-HD-8634-01A
0 years, female, white, stage:Stage I, dead, 385 days
237.3
TCGA-CN-5366-01A
0 years, male, white, stage:Stage IVA, dead, 360 days
237.1
TCGA-CV-6933-01A
0 years, male, white, stage:Stage III, dead, 2741 days
234.6
TCGA-CQ-5324-01A
0 years, male, white, stage:Stage III, alive, 1593 days
233.8
TCGA-CN-5358-01A
0 years, male, white, stage:Stage II, dead, 261 days
233.3
TCGA-CR-7397-01A
0 years, male, white, stage:Stage IVA, alive, 754 days
231.8
TCGA-UF-A71D-01A
0 years, female, white, stage:Stage IVA, alive, 1461 days
231.4
TCGA-CV-6940-01A
0 years, female, white, stage:Stage III, dead, 804 days
229.7
TCGA-CV-5979-01A
0 years, male, white, stage:Stage IVA, alive, 1315 days
227.1
TCGA-UF-A7JH-01A
0 years, male, black or african american, stage:Stage IVA, alive, 896 days
223.9
TCGA-CV-5977-01A
0 years, male, white, stage:Stage IVA, alive, 1840 days
223.8
TCGA-P3-A6T8-01A
0 years, male, white, stage:Stage IVA, alive, 400 days
223.1
TCGA-UF-A7J9-01A
0 years, male, white, stage:Stage IVA, alive, 1358 days
223.0
TCGA-BA-A6DG-01A
0 years, male, white, stage:'--, dead, 69 days
221.7
TCGA-CV-7430-01A
0 years, male, white, stage:Stage IVA, dead, 495 days
220.1
TCGA-CR-7377-01A
0 years, male, white, stage:Stage IVA, dead, 279 days
217.4
TCGA-TN-A7HL-01A
0 years, male, white, stage:Stage IVA, alive, 619 days
216.4
TCGA-CN-4723-01A
0 years, male, white, stage:Stage IVA, alive, 1699 days
216.0
TCGA-CN-5370-01A
0 years, male, white, stage:Stage III, dead, 259 days
215.6
TCGA-CR-7365-01A
0 years, male, white, stage:Stage IVA, alive, 1191 days
214.6
TCGA-CR-5249-01A
0 years, female, white, stage:Stage II, alive, 1152 days
211.1
TCGA-IQ-A61O-01A
0 years, male, white, stage:Stage IVA, dead, 421 days
210.1
TCGA-CR-7371-01A
0 years, female, white, stage:Stage III, dead, 94 days
208.0
TCGA-CV-5441-01A
0 years, male, white, stage:Stage IVA, alive, 2886 days
205.7
TCGA-BA-A4IG-01A
0 years, male, white, stage:'--, alive, 855 days
204.2
TCGA-MT-A51X-01A
0 years, male, white, stage:Stage IVA, alive, 242 days
204.1
TCGA-CX-7085-01A
0 years, female, white, stage:Stage I, alive, 321 days
203.7
TCGA-BA-A6DB-01A
0 years, female, white, stage:Stage I, alive, 216 days
202.4
TCGA-D6-6517-01A
0 years, male, white, stage:Stage III, alive, 292 days
202.0
TCGA-CV-A45U-01A
0 years, male, white, stage:Stage IVA, dead, 1079 days
201.2
TCGA-CQ-A4CB-01A
0 years, male, stage:Stage III, alive, 893 days
200.7
TCGA-CN-5360-01A
0 years, male, white, stage:Stage IVA, alive, 2169 days
196.8
TCGA-CQ-6227-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
195.6
TCGA-CQ-7068-01A
0 years, female, white, stage:Stage II, alive, 1309 days
194.4
TCGA-CR-7376-01A
0 years, male, white, stage:Stage III, alive, 972 days
194.3
TCGA-BA-5558-01A
0 years, male, white, stage:'--, alive, 1995 days
194.2
TCGA-CV-7263-01A
0 years, male, black or african american, stage:Stage II, dead, 560 days
193.4
TCGA-CR-7388-01A
0 years, female, white, stage:'--, dead, 823 days
190.9
TCGA-H7-A76A-01A
0 years, male, white, stage:'--, alive, 637 days
190.1
TCGA-CN-5369-01A
0 years, female, white, stage:Stage IVA, dead, 1 days
188.9
TCGA-F7-8298-01A
0 years, male, white, stage:Stage I, alive, 995 days
188.3
TCGA-DQ-5624-01A
0 years, female, white, stage:'--, alive, 1778 days
187.0
TCGA-CV-A6K2-01A
0 years, male, white, stage:Stage IVA, dead, 317 days
186.8
TCGA-CV-5439-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
186.0
TCGA-CR-7392-01A
0 years, female, white, stage:Stage IVA, alive, 1425 days
185.9
TCGA-P3-A5QE-01A
0 years, male, white, stage:Stage III, alive, 1559 days
185.8
TCGA-CN-6021-01A
0 years, female, white, stage:'--, dead, 276 days
185.6
TCGA-UF-A71A-01A
0 years, male, white, stage:Stage IVA, dead, 86 days
185.4
TCGA-CN-4735-01A
0 years, male, white, stage:Stage IVA, alive, 1737 days
185.3
TCGA-CV-5442-01A
0 years, female, white, stage:Stage IVA, alive, 2327 days
184.6
TCGA-BA-A6DE-01A
0 years, female, white, stage:Stage II, alive, 440 days
183.7
TCGA-CV-5444-01A
0 years, male, black or african american, stage:Stage IVA, alive, 2437 days
182.4
TCGA-CV-7425-01A
0 years, female, white, stage:Stage III, dead, 1718 days
182.0
TCGA-CN-4728-01A
0 years, male, white, stage:Stage IVA, alive, 1724 days
180.8
TCGA-MT-A67A-01A
0 years, female, white, stage:Stage I, alive, 914 days
180.7
TCGA-P3-A6T3-01A
0 years, male, white, stage:Stage IVA, dead, 577 days
179.5
TCGA-BA-A4IH-01A
0 years, male, white, stage:'--, alive, 622 days
179.3
TCGA-F7-7848-01A
0 years, male, white, stage:Stage IVA, alive, 1131 days
178.1
TCGA-CR-6491-01A
0 years, male, black or african american, stage:Stage IVA, alive, 693 days
176.9
TCGA-CN-4739-01A
0 years, male, white, stage:Stage IVA, dead, 1394 days
176.0
TCGA-CN-5367-01A
0 years, female, white, stage:Stage IVA, dead, 352 days
175.5
TCGA-CN-6996-01A
0 years, female, white, stage:Stage IVA, dead, 530 days
174.7
TCGA-CQ-5323-01A
0 years, male, white, stage:Stage I, alive, 1466 days
171.9
TCGA-QK-A6V9-01A
0 years, male, white, stage:Stage II, alive, 833 days
170.8
TCGA-RS-A6TO-01A
0 years, female, white, stage:Stage IVA, dead, 387 days
170.0
TCGA-MZ-A5BI-01A
0 years, male, white, stage:'--, dead, 217 days
168.5
TCGA-CV-6951-01A
0 years, male, white, stage:Stage IVA, dead, 915 days
167.2
TCGA-KU-A6H8-01A
0 years, male, white, stage:Stage IVA, dead, 327 days
167.1
TCGA-D6-A6EK-01A
0 years, male, white, stage:Stage III, alive, 875 days
166.9
TCGA-CR-5243-01A
0 years, male, white, stage:'--, alive, 2562 days
165.1
TCGA-CN-A49B-01A
0 years, male, white, stage:Stage III, alive, 904 days
165.1
TCGA-D6-6826-01A
0 years, female, white, stage:Stage IVA, dead, 348 days
165.0
TCGA-CN-4736-01A
0 years, female, white, stage:'--, dead, 395 days
164.7
TCGA-QK-A8Z7-01A
0 years, male, black or african american, stage:Stage IVA, alive, 392 days
164.6
TCGA-CV-6950-01A
0 years, male, white, stage:Stage IVA, dead, 459 days
163.3
TCGA-CR-5250-01A
0 years, male, white, stage:'--, alive, 799 days
162.6
TCGA-CR-6480-01A
0 years, male, white, stage:'--, alive, 362 days
162.5
TCGA-CQ-5326-01A
0 years, male, white, stage:Stage IVA, dead, 89 days
162.0
TCGA-DQ-5631-01A
0 years, male, white, stage:'--, dead, 548 days
161.0
TCGA-F7-A61S-01A
0 years, male, white, stage:Stage III, alive, 576 days
159.8
TCGA-CQ-A4CH-01A
0 years, male, asian, stage:Stage II, dead, 379 days
158.8
TCGA-CQ-5331-01A
0 years, female, white, stage:'--, alive, 1399 days
158.6
TCGA-CN-A499-01A
0 years, female, white, stage:Stage II, alive, 717 days
158.6
TCGA-CR-6481-01A
0 years, male, white, stage:'--, alive, 311 days
157.5
TCGA-CQ-5329-01A
0 years, female, white, stage:Stage II, alive, 2143 days
157.0
TCGA-UF-A7JV-01A
0 years, female, white, stage:Stage IVA, dead, 90 days
153.3
TCGA-P3-A5Q6-01A
0 years, male, white, stage:Stage IVA, dead, 480 days
152.5
TCGA-CQ-6219-01A
0 years, female, white, stage:Stage IVA, dead, 479 days
149.7
TCGA-CQ-7072-01A
0 years, male, white, stage:Stage II, alive, 2359 days
148.5
TCGA-HD-7753-01A
0 years, male, black or african american, stage:Stage I, alive, 866 days
147.5
TCGA-CN-A6V6-01A
0 years, male, white, stage:Stage IVA, alive, 635 days
147.5
TCGA-BB-A5HY-01A
0 years, male, white, stage:Stage IVA, dead, 321 days
147.2
TCGA-D6-A4Z9-01A
0 years, male, white, stage:Stage IVA, alive, 539 days
146.7
TCGA-CV-5440-01A
0 years, male, white, stage:Stage IVA, alive, 3270 days
145.7
TCGA-F7-A61W-01A
0 years, male, asian, stage:Stage IVA, alive, 14 days
144.2
TCGA-QK-A6II-01A
0 years, male, white, stage:Stage IVA, dead, 284 days
144.0
TCGA-CV-6939-01A
0 years, male, white, stage:Stage IVA, dead, 666 days
141.9
TCGA-CR-6482-01A
0 years, male, black or african american, stage:'--, alive, 345 days
141.5
TCGA-UF-A71B-01A
0 years, male, white, stage:Stage IVA, alive, 1506 days
139.3
TCGA-CV-7097-01A
0 years, male, white, stage:Stage II, dead, 385 days
138.1
TCGA-CV-7435-01A
0 years, female, white, stage:Stage IVA, dead, 4680 days
137.8
TCGA-BB-A6UM-01A
0 years, male, white, stage:Stage III, alive, 393 days
136.3
TCGA-T2-A6X2-01A
0 years, male, white, stage:Stage III, alive, 987 days
133.7
TCGA-CR-7404-01A
0 years, male, white, stage:'--, alive, 1472 days
132.4
TCGA-P3-A6SX-01A
0 years, male, white, stage:Stage III, dead, 1430 days
131.9
TCGA-HD-7229-01A
0 years, male, white, stage:Stage IVA, alive, 1027 days
131.5
TCGA-CV-7090-01A
0 years, male, white, stage:Stage II, alive, 5252 days
130.3
TCGA-CN-6019-01A
0 years, male, white, stage:Stage IVA, alive, 1038 days
128.5
TCGA-UF-A7JS-01A
0 years, male, white, stage:Stage IVA, dead, 680 days
127.4
TCGA-CN-6022-01A
0 years, male, white, stage:Stage IVA, dead, 281 days
126.5
TCGA-CQ-6225-01A
0 years, male, white, stage:Stage III, dead, 403 days
126.4
TCGA-CN-A49C-01A
0 years, male, white, stage:'--, alive, 645 days
125.7
TCGA-BA-4078-01A
0 years, male, white, stage:'--, dead, 276 days
125.0
TCGA-IQ-7630-01A
0 years, male, white, stage:Stage II, alive, 485 days
123.8
TCGA-CV-7103-01A
0 years, male, white, stage:Stage IVA, dead, 1591 days
121.7
TCGA-CQ-5330-01A
0 years, female, white, stage:Stage IVA, alive, 1897 days
119.9
TCGA-P3-A5QF-01A
0 years, male, white, stage:Stage IVA, dead, 330 days
119.4
TCGA-BB-8601-01A
0 years, male, black or african american, stage:Stage III, alive, 624 days
119.3
TCGA-CN-5361-01A
0 years, male, white, stage:Stage IVA, dead, 2120 days
118.8
TCGA-KU-A66S-01A
0 years, female, white, stage:Stage III, dead, 406 days
118.5
TCGA-CR-7382-01A
0 years, male, white, stage:Stage IVA, alive, 796 days
117.5
TCGA-D6-6823-01A
0 years, male, white, stage:Stage II, alive, 701 days
115.3
TCGA-CV-7429-01A
0 years, male, white, stage:Stage IVA, dead, 107 days
115.3
TCGA-WA-A7H4-01A
0 years, male, white, stage:Stage II, alive, 443 days
113.1
TCGA-UF-A7JO-01A
0 years, female, white, stage:Stage IVA, dead, 631 days
112.7
TCGA-CN-6013-01A
0 years, male, white, stage:Stage IVA, dead, 727 days
111.4
TCGA-DQ-5625-01A
0 years, female, white, stage:'--, dead, 1133 days
111.1
TCGA-CQ-A4C7-01A
0 years, male, white, stage:Stage III, dead, 353 days
111.1
TCGA-CV-7102-01A
0 years, female, white, stage:Stage IVA, dead, 56 days
110.8
TCGA-CX-7086-01A
0 years, male, black or african american, stage:Stage III, alive, 573 days
109.4
TCGA-CN-A63T-01A
0 years, male, white, stage:Stage IVA, alive, 225 days
109.4
TCGA-HD-A634-01A
0 years, male, white, stage:Stage IVA, dead, 130 days
108.7
TCGA-MZ-A6I9-01A
0 years, male, white, stage:'--, dead, 489 days
106.6
TCGA-CV-A45Q-01A
0 years, female, white, stage:'--, dead, 5152 days
106.1
TCGA-CV-6959-01A
0 years, male, white, stage:Stage III, dead, 256 days
104.7
TCGA-CN-5356-01A
0 years, male, white, stage:Stage III, alive, 1409 days
104.4
TCGA-HD-8224-01A
0 years, male, white, stage:Stage IVA, dead, 446 days
104.1
TCGA-CV-A6JZ-01A
0 years, male, white, stage:Stage II, alive, 714 days
103.9
TCGA-T3-A92M-01A
0 years, male, black or african american, stage:Stage IVA, alive, 417 days
103.9
TCGA-D6-8568-01A
0 years, male, white, stage:Stage II, alive, 759 days
103.5
TCGA-CQ-6228-01A
0 years, female, white, stage:Stage IVA, dead, 456 days
103.0
TCGA-CV-7252-01A
0 years, female, black or african american, stage:Stage IVA, dead, 151 days
102.6
TCGA-CR-6471-01A
0 years, male, white, stage:Stage IVA, dead, 1202 days
101.4
TCGA-CQ-6224-01A
0 years, male, white, stage:Stage IVA, alive, 1721 days
98.4
TCGA-CQ-5333-01A
0 years, male, white, stage:Stage II, dead, 341 days
96.4
TCGA-CV-6941-01A
0 years, male, white, stage:Stage III, dead, 342 days
95.5
TCGA-IQ-A61G-01A
0 years, male, white, stage:Stage IVA, alive, 360 days
95.0
TCGA-UF-A7JT-01A
0 years, female, white, stage:Stage IVA, dead, 993 days
94.5
TCGA-CV-5978-01A
0 years, female, black or african american, stage:Stage IVB, dead, 215 days
93.8
TCGA-CQ-A4CD-01A
0 years, male, white, stage:Stage IVA, alive, 1022 days
93.3
TCGA-D6-6516-01A
0 years, male, white, stage:Stage I, alive, 773 days
93.2
TCGA-D6-6824-01A
0 years, male, white, stage:Stage IVA, alive, 77 days
93.0
TCGA-CR-7379-01A
0 years, female, white, stage:Stage IVA, alive, 1036 days
92.9
TCGA-CV-7568-01A
0 years, female, white, stage:Stage IVA, dead, 927 days
90.6
TCGA-CV-7440-01A
0 years, male, white, stage:Stage II, dead, 675 days
90.6
TCGA-BA-A8YP-01A
0 years, male, black or african american, stage:Stage IVB, alive, 499 days
89.9
TCGA-D6-6827-01A
0 years, female, white, stage:Stage I, alive, 568 days
89.4
TCGA-CV-6003-01A
0 years, female, white, stage:Stage III, alive, 1665 days
88.6
TCGA-CV-7101-01A
0 years, male, white, stage:Stage II, dead, 160 days
86.3
TCGA-CV-6934-01A
0 years, female, white, stage:Stage IVA, dead, 65 days
85.5
TCGA-IQ-A61I-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2 days
85.0
TCGA-CV-6942-01A
0 years, female, white, stage:Stage II, alive, 4282 days
84.4
TCGA-CN-6017-01A
0 years, male, white, stage:Stage IVA, dead, 853 days
83.2
TCGA-CR-7399-01A
0 years, female, white, stage:Stage IVA, alive, 181 days
80.6
TCGA-D6-A6ES-01A
0 years, male, white, stage:Stage IVA, alive, 389 days
79.9
TCGA-CV-6936-01A
0 years, male, white, stage:Stage IVA, dead, 166 days
79.9
TCGA-CV-7446-01A
0 years, male, white, stage:Stage IVA, dead, 1093 days
79.8
TCGA-BA-A6DL-01A
0 years, male, white, stage:'--, alive, 623 days
79.2
TCGA-MT-A7BN-01A
0 years, male, white, stage:Stage IVA, alive, 469 days
78.5
TCGA-CN-A641-01A
0 years, male, white, stage:Stage IVA, alive, 367 days
77.8
TCGA-CX-A4AQ-01A
0 years, male, white, stage:Stage IVA, alive, 1555 days
76.6
TCGA-QK-A64Z-01A
0 years, female, white, stage:Stage IVA, dead, 641 days
76.6
TCGA-P3-A6T5-01A
0 years, female, white, stage:Stage IVA, dead, 882 days
76.1
TCGA-CV-5971-01A
0 years, male, white, stage:Stage IVA, alive, 701 days
75.7
TCGA-BA-6873-01A
0 years, male, white, stage:Stage IVA, alive, 122 days
75.4
TCGA-CR-7373-01A
0 years, male, white, stage:Stage IVA, alive, 889 days
75.2
TCGA-CV-7416-01A
0 years, female, white, stage:Stage IVA, dead, 763 days
74.2
TCGA-CR-6473-01A
0 years, male, white, stage:'--, alive, 1125 days
73.0
TCGA-CR-7398-01A
0 years, female, white, stage:Stage II, alive, 156 days
72.8
TCGA-UF-A71E-01A
0 years, male, white, stage:Stage IVA, dead, 1504 days
70.3
TCGA-CV-7242-01A
0 years, female, white, stage:Stage II, alive, 1095 days
70.1
TCGA-P3-A6T2-01A
0 years, male, white, stage:Stage IVA, alive, 2298 days
70.0
TCGA-CV-A463-01A
0 years, female, white, stage:Stage IVA, dead, 23 days
69.8
TCGA-CX-7082-01A
0 years, male, white, stage:Stage IVA, dead, 11 days
69.5
TCGA-CV-A6JM-01A
0 years, male, white, stage:'--, dead, 194 days
69.2
TCGA-CR-6477-01A
0 years, female, white, stage:'--, alive, 514 days
68.7
TCGA-CN-6018-01A
0 years, female, white, stage:Stage IVA, dead, 580 days
68.6
TCGA-IQ-7631-01A
0 years, female, white, stage:Stage II, alive, 1172 days
68.5
TCGA-T2-A6WX-01A
0 years, female, white, stage:'--, dead, 209 days
68.2
TCGA-CR-6478-01A
0 years, female, white, stage:'--, dead, 183 days
68.0
TCGA-CV-7434-01A
0 years, male, white, stage:Stage IVA, dead, 218 days
67.3
TCGA-P3-A5QA-01A
0 years, male, stage:Stage I, alive, 2182 days
67.0
TCGA-CN-4733-01A
0 years, male, white, stage:Stage III, alive, 1586 days
66.6
TCGA-CN-4725-01A
0 years, male, white, stage:Stage II, alive, 1157 days
66.3
TCGA-BA-4075-01A
0 years, male, black or african american, stage:Stage III, dead, 283 days
65.7
TCGA-BA-5153-01A
0 years, male, white, stage:'--, dead, 1762 days
63.1
TCGA-CV-A45Z-01A
0 years, male, white, stage:'--, dead, 1466 days
62.3
TCGA-CQ-6221-01A
0 years, male, white, stage:'--, alive, 1000 days
61.9
TCGA-HD-7754-01A
0 years, male, white, stage:Stage IVA, alive, 783 days
60.5
TCGA-CR-7385-01A
0 years, male, white, stage:'--, alive, 997 days
60.0
TCGA-HD-A6I0-01A
0 years, male, white, stage:Stage IVA, alive, 210 days
59.1
TCGA-BB-4228-01A
0 years, male, white, stage:Stage III, alive, 559 days
58.3
TCGA-CV-6962-01A
0 years, male, white, stage:Stage IVA, dead, 126 days
57.2
TCGA-CR-6470-01A
0 years, male, white, stage:Stage II, alive, 1521 days
56.8
TCGA-P3-A6T0-01A
0 years, female, white, stage:Stage IVA, alive, 578 days
56.0
TCGA-BA-6871-01A
0 years, male, white, stage:'--, dead, 108 days
55.8
TCGA-T2-A6WZ-01A
0 years, male, white, stage:'--, dead, 484 days
54.7
TCGA-DQ-7591-01A
0 years, male, white, stage:'--, alive, 622 days
54.0
TCGA-CR-7370-01A
0 years, female, white, stage:'--, alive, 105 days
53.3
TCGA-CV-5443-01A
0 years, male, black or african american, stage:Stage III, alive, 2784 days
53.3
TCGA-CV-7261-01A
0 years, male, white, stage:Stage IVA, alive, 1512 days
51.9
TCGA-CN-5363-01A
0 years, male, black or african american, stage:Stage IVB, dead, 253 days
51.6
TCGA-CQ-A4CG-01A
0 years, female, white, stage:Stage III, dead, 430 days
51.6
TCGA-CR-6467-01A
0 years, male, white, stage:Stage III, alive, 1777 days
51.1
TCGA-CV-7422-01A
0 years, female, white, stage:Stage IVA, dead, 1037 days
50.4
TCGA-CN-6012-01A
0 years, male, white, stage:Stage IVA, alive, 1460 days
50.2
TCGA-QK-AA3K-01A
0 years, male, black or african american, stage:Stage IVA, alive, 253 days
49.7
TCGA-BB-4217-01A
0 years, male, black or african american, stage:Stage IVA, alive, 187 days
49.2
TCGA-H7-8501-01A
0 years, male, white, stage:Stage IVA, alive, 461 days
48.8
TCGA-CN-4731-01A
0 years, female, white, stage:Stage IVA, dead, 998 days
48.7
TCGA-CV-5434-01A
0 years, male, black or african american, stage:Stage IVA, dead, 3314 days
48.5
TCGA-CN-6989-01A
0 years, male, white, stage:Stage IVA, dead, 980 days
48.4
TCGA-CV-7254-01A
0 years, male, white, stage:Stage II, dead, 1459 days
48.2
TCGA-CN-A6UY-01A
0 years, male, white, stage:Stage IVA, alive, 713 days
47.1
TCGA-DQ-7588-01A
0 years, male, white, stage:'--, dead, 427 days
44.1
TCGA-D6-A6EN-01A
0 years, male, white, stage:Stage III, alive, 687 days
43.8
TCGA-CR-7374-01A
0 years, female, white, stage:'--, alive, 30 days
43.7
TCGA-H7-8502-01A
0 years, male, white, stage:Stage IVA, alive, 458 days
43.6
TCGA-CV-7407-01A
0 years, female, white, stage:Stage II, dead, 1081 days
41.5
TCGA-CV-7235-01A
0 years, male, white, stage:Stage II, alive, 2347 days
41.2
TCGA-QK-A6IG-01A
0 years, male, white, stage:Stage III, dead, 222 days
40.9
TCGA-QK-A6IF-01A
0 years, male, white, stage:'--, alive, 704 days
39.9
TCGA-HD-8635-01A
0 years, female, white, stage:Stage III, alive, 695 days
39.6
TCGA-CN-4738-01A
0 years, male, white, stage:Stage IVA, dead, 436 days
39.6
TCGA-BB-4223-01A
0 years, male, white, stage:Stage IVA, alive, 3221 days
38.9
TCGA-CN-6011-01A
0 years, male, white, stage:Stage IVA, alive, 933 days
38.5
TCGA-CV-7424-01A
0 years, male, asian, stage:Stage IVA, dead, 453 days
38.0
TCGA-CQ-5332-01A
0 years, male, white, stage:Stage III, dead, 317 days
36.9
TCGA-BB-4225-01A
0 years, male, white, stage:'--, alive, 146 days
36.8
TCGA-CQ-A4CI-01A
0 years, male, white, stage:Stage III, alive, 950 days
36.3
TCGA-BA-6870-01A
0 years, female, black or african american, stage:'--, dead, 451 days
36.2
TCGA-IQ-A61H-01A
0 years, male, white, stage:Stage II, alive, 1138 days
34.9
TCGA-TN-A7HI-01A
0 years, male, white, stage:Stage IVA, alive, 412 days
34.3
TCGA-QK-A8ZA-01A
0 years, male, black or african american, stage:'--, dead, 371 days
33.9
TCGA-DQ-5629-01A
0 years, male, white, stage:'--, dead, 941 days
31.1
TCGA-RS-A6TP-01A
0 years, male, white, stage:Stage II, alive, 516 days
29.0
TCGA-CN-6010-01A
0 years, male, white, stage:Stage IVA, alive, 1523 days
27.7
TCGA-QK-A6IH-01A
0 years, female, white, stage:Stage IVB, alive, 653 days
27.0
TCGA-CR-6472-01A
0 years, male, white, stage:'--, alive, 1050 days
26.4
TCGA-CV-A6JE-01A
0 years, male, white, stage:'--, alive, 1075 days
25.9
TCGA-HD-8314-01A
0 years, male, white, stage:Stage III, alive, 670 days
25.6
TCGA-CV-7248-01A
0 years, female, black or african american, stage:Stage IVA, dead, 521 days
25.6
TCGA-P3-A5Q5-01A
0 years, male, white, stage:Stage IVA, alive, 910 days
24.9
TCGA-CN-6997-01A
0 years, male, white, stage:Stage IVA, dead, 988 days
24.3
TCGA-CV-A6JD-01A
0 years, female, white, stage:'--, dead, 182 days
23.2
TCGA-QK-A6VB-01A
0 years, male, white, stage:Stage IVA, alive, 641 days
22.4
TCGA-CV-5436-01A
0 years, male, stage:Stage IVA, dead, 584 days
22.2
TCGA-CN-6992-01A
0 years, male, white, stage:Stage IVA, alive, 1066 days
21.2
TCGA-CV-5966-01A
0 years, female, white, stage:Stage IVA, dead, 545 days
20.5
TCGA-UP-A6WW-01A
0 years, male, white, stage:'--, alive, 518 days
19.8
TCGA-CV-6433-01A
0 years, male, white, stage:Stage II, alive, 641 days
18.1
TCGA-CV-6948-01A
0 years, female, white, stage:Stage IVB, dead, 1289 days
17.6
TCGA-BA-A6D8-01A
0 years, male, black or african american, stage:Stage IVA, alive, 850 days
15.2
TCGA-BA-5559-01A
0 years, male, white, stage:'--, dead, 2083 days
14.4
TCGA-T3-A92N-01A
0 years, male, black or african american, stage:Stage IVA, dead, 95 days
13.7
TCGA-CV-7418-01A
0 years, male, black or african american, stage:Stage IVA, dead, 789 days
12.2
TCGA-CV-A45W-01A
0 years, male, white, stage:Stage II, dead, 1398 days
12.1
TCGA-D6-A6EM-01A
0 years, female, white, stage:Stage III, alive, 232 days
11.5
TCGA-CV-A6JU-01A
0 years, female, white, stage:Stage IVB, alive, 110 days
10.2
TCGA-CV-A6K1-01A
0 years, male, white, stage:Stage IVA, alive, 685 days
9.7
TCGA-CV-7253-01A
0 years, male, black or african american, stage:Stage IVA, dead, 361 days
9.5
TCGA-CR-5248-01A
0 years, male, white, stage:'--, alive, 1663 days
8.3
TCGA-CV-7437-01A
0 years, male, stage:Stage II, dead, 506 days
7.4
TCGA-CV-6441-01A
0 years, male, white, stage:Stage III, dead, 292 days
7.2
TCGA-CN-A642-01A
0 years, male, white, stage:Stage IVB, dead, 82 days
6.0
TCGA-T2-A6X0-01A
0 years, male, white, stage:'--, alive, 216 days
5.8
TCGA-CN-6023-01A
0 years, male, white, stage:Stage IVA, alive, 1584 days
4.3
TCGA-CN-A6V7-01A
0 years, male, white, stage:Stage IVA, alive, 594 days
3.4
TCGA-F7-A624-01A
0 years, male, white, stage:Stage II, alive, 378 days
3.2
TCGA-CR-6487-01A
0 years, male, white, stage:Stage I, alive, 234 days
2.4
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
C3N-00295-05
Normal
2.2
C3N-00857-05
Normal
2.1
CPT0278700002
Normal
1.9
CPT0163610003
Normal
1.9
CPT0226350003
Normal
1.8
CPT0245460003
Normal
1.8
CPT0162890003
Tumor
1.6
CPT0245600003
Tumor
1.6
CPT0008960003
Normal
1.6
CPT0011320003
Normal
1.6
CPT0237640003
Normal
1.6
CPT0236870003
Normal
1.5
CPT0245410003
Normal
1.5
CPT0163790003
Tumor
1.4
CPT0245560003
Normal
1.4
C3N-04276-06
Normal
1.3
CPT0094580003
Normal
1.3
CPT0226270003
Normal
1.3
C3N-01620-05
Normal
1.3
CPT0237500003
Normal
1.3
CPT0201860004
Normal
1.3
CPT0244940004
Tumor
1.2
CPT0163170003
Normal
1.1
CPT0163250003
Normal
1.1
CPT0011130005
Tumor
1.1
CPT0163430003
Normal
1.1
CPT0229220002
Normal
1.0
C3N-02693-06
Normal
1.0
CPT0248330003
Tumor
1.0
CPT0088010003
Normal
1.0
CPT0222200003
Normal
0.9
CPT0235460003
Tumor
0.9
CPT0190860003
Normal
0.9
CPT0236620003
Tumor
0.8
CPT0095040003
Tumor
0.8
C3N-04275-05
Normal
0.8
CPT0199830003
Normal
0.7
CPT0084650004
Normal
0.7
CPT0184530003
Tumor
0.7
CPT0226400003
Normal
0.7
CPT0222360003
Tumor
0.7
CPT0088430003
Normal
0.7
CPT0223450003
Tumor
0.7
CPT0088080003
Normal
0.7
C3N-01859-04
Normal
0.7
CPT0194800003
Normal
0.6
CPT0163860003
Normal
0.6
CPT0237150003
Normal
0.5
CPT0163800003
Normal
0.5
CPT0220610003
Tumor
0.5
CPT0226450003
Normal
0.5
CPT0169740004
Normal
0.5
CPT0088060004
Tumor
0.5
CPT0194420003
Tumor
0.5
CPT0246670003
Tumor
0.5
CPT0245350003
Tumor
0.4
CPT0094350004
Tumor
0.4
CPT0169890003
Tumor
0.4
CPT0235910003
Tumor
0.4
CPT0008630003
Tumor
0.3
CPT0242000004
Normal
0.3
CPT0245180003
Tumor
0.3
CPT0241980004
Tumor
0.3
C3N-04279-05
Normal
0.2
CPT0223460003
Normal
0.2
CPT0011290003
Tumor
0.2
CPT0281470002
Normal
0.2
CPT0013030003
Normal
0.2
CPT0245630003
Tumor
0.2
CPT0194250003
Tumor
0.1
C3N-01758-04
Normal
0.1
CPT0245020003
Normal
0.1
CPT0123190003
Normal
0.1
CPT0226090003
Normal
0.1
CPT0013460003
Normal
0.1
CPT0243140004
Normal
0.0
CPT0237130004
Tumor
0.0
CPT0245300003
Tumor
0.0
CPT0226130003
Tumor
0.0
CPT0236640003
Normal
0.0
CPT0199820003
Tumor
0.0
CPT0008930003
Tumor
0.0
CPT0008520008
Tumor
0.0
CPT0094420004
Tumor
-0.1
CPT0094560004
Tumor
-0.1
CPT0087990003
Tumor
-0.1
CPT0248350003
Normal
-0.2
CPT0235920003
Normal
-0.2
CPT0163340003
Tumor
-0.2
CPT0250310003
Tumor
-0.2
CPT0195860003
Tumor
-0.2
CPT0013250003
Normal
-0.2
CPT0207870004
Tumor
-0.3
CPT0199710003
Normal
-0.3
CPT0163090003
Tumor
-0.3
CPT0237620004
Tumor
-0.3
CPT0123260003
Tumor
-0.3
CPT0199890003
Normal
-0.3
CPT0248520003
Tumor
-0.3
CPT0162990004
Tumor
-0.3
CPT0024810003
Tumor
-0.4
CPT0169640003
Tumor
-0.4
CPT0236850004
Tumor
-0.4
CPT0220620003
Normal
-0.5
CPT0196060003
Normal
-0.5
CPT0201830004
Tumor
-0.5
CPT0195880003
Normal
-0.5
CPT0177220003
Normal
-0.5
CPT0245730003
Tumor
-0.5
CPT0163020003
Normal
-0.5
CPT0194960003
Tumor
-0.6
CPT0163480003
Tumor
-0.6
CPT0088410003
Tumor
-0.6
CPT0245550003
Tumor
-0.6
CPT0177390003
Tumor
-0.6
CPT0163650003
Tumor
-0.6
CPT0245190003
Normal
-0.6
CPT0177200003
Tumor
-0.6
CPT0235470002
Normal
-0.6
CPT0123280003
Normal
-0.7
CPT0195700003
Normal
-0.7
CPT0246540003
Tumor
-0.7
CPT0163410003
Tumor
-0.7
CPT0013000004
Tumor
-0.7
CPT0196210003
Tumor
-0.7
CPT0245130003
Tumor
-0.7
CPT0243090003
Tumor
-0.7
CPT0222180003
Tumor
-0.7
CPT0163240003
Tumor
-0.7
CPT0013130003
Tumor
-0.8
CPT0199700003
Tumor
-0.8
CPT0245400003
Tumor
-0.8
CPT0163490003
Normal
-0.8
CPT0246590003
Tumor
-0.8
CPT0013430003
Tumor
-0.9
CPT0013210004
Tumor
-0.9
CPT0177710003
Tumor
-0.9
CPT0123180003
Tumor
-0.9
CPT0245140003
Normal
-0.9
CPT0087820003
Tumor
-0.9
CPT0245500003
Tumor
-0.9
CPT0244890004
Tumor
-0.9
CPT0194260003
Normal
-0.9
CPT0169730003
Tumor
-0.9
CPT0084630009
Tumor
-0.9
CPT0245450003
Tumor
-0.9
CPT0094280004
Tumor
-1.0
CPT0196040003
Tumor
-1.0
CPT0169920003
Normal
-1.0
CPT0226390003
Tumor
-1.0
CPT0245010003
Tumor
-1.1
CPT0226340003
Tumor
-1.1
CPT0163720003
Normal
-1.1
CPT0176770003
Tumor
-1.1
CPT0223970003
Tumor
-1.1
CPT0163600003
Tumor
-1.2
CPT0237480004
Tumor
-1.2
CPT0177010003
Tumor
-1.2
CPT0245060004
Tumor
-1.2
CPT0163160003
Tumor
-1.2
CPT0162940003
Tumor
-1.2
CPT0261520003
Tumor
-1.3
CPT0226440003
Tumor
-1.3
CPT0127050003
Tumor
-1.3
CPT0226030003
Tumor
-1.4
CPT0163530003
Tumor
-1.5
CPT0246620003
Tumor
-1.5
CPT0199880003
Tumor
-1.6
CPT0163910003
Tumor
-1.6
CPT0245680003
Tumor
-1.6
CPT0245230004
Tumor
-1.6
CPT0163740003
Tumor
-1.7
CPT0163840003
Tumor
-1.8
CPT0194790003
Tumor
-1.8
CPT0256560003
Tumor
-2.0
CPT0195680003
Tumor
-2.3
CPT0226250004
Tumor
-2.3
CPT0190850003
Tumor
-2.4
CPT0094490004
Tumor
-2.8
CPT0229230003
Normal
N/A
CPT0169750003
Normal
N/A
CPT0229210003
Tumor
N/A
CPT0229190003
Tumor
N/A
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HEAD AND NECK CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.