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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.
LGALS3BP 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
403.6
Number of samples
492
Samples
Sample
Description
TPM
TCGA-CV-7104-01A
0 years, female, white, stage:Stage IVA, dead, 393 days
1303.7
TCGA-CR-7399-01A
0 years, female, white, stage:Stage IVA, alive, 181 days
1265.4
TCGA-HD-7832-01A
0 years, male, white, stage:Stage IVA, alive, 836 days
1256.6
TCGA-CQ-A4C6-01A
0 years, male, asian, stage:Stage II, alive, 1353 days
1225.7
TCGA-CV-6952-01A
0 years, female, white, stage:Stage IVA, dead, 185 days
1194.2
TCGA-CV-5979-01A
0 years, male, white, stage:Stage IVA, alive, 1315 days
1172.0
TCGA-CV-7090-01A
0 years, male, white, stage:Stage II, alive, 5252 days
1109.8
TCGA-CV-A464-01A
0 years, male, white, stage:Stage III, alive, 1722 days
1079.3
TCGA-DQ-7592-01A
0 years, male, american indian or alaska native, stage:'--, alive, 1143 days
987.1
TCGA-HD-7229-01A
0 years, male, white, stage:Stage IVA, alive, 1027 days
959.9
TCGA-CV-6950-01A
0 years, male, white, stage:Stage IVA, dead, 459 days
948.2
TCGA-F7-A61S-01A
0 years, male, white, stage:Stage III, alive, 576 days
923.6
TCGA-CV-6937-01A
0 years, male, white, stage:Stage II, dead, 624 days
919.2
TCGA-D6-6515-01A
0 years, female, white, stage:Stage II, dead, 403 days
896.5
TCGA-CR-7386-01A
0 years, male, white, stage:Stage IVA, alive, 1430 days
886.8
TCGA-CN-5366-01A
0 years, male, white, stage:Stage IVA, dead, 360 days
885.3
TCGA-CV-7433-01A
0 years, male, white, stage:Stage IVA, dead, 601 days
871.6
TCGA-CR-7373-01A
0 years, male, white, stage:Stage IVA, alive, 889 days
870.7
TCGA-F7-8489-01A
0 years, male, white, stage:Stage II, alive, 658 days
865.2
TCGA-CQ-6221-01A
0 years, male, white, stage:'--, alive, 1000 days
848.7
TCGA-HD-8635-01A
0 years, female, white, stage:Stage III, alive, 695 days
841.8
TCGA-P3-A6T7-01A
0 years, male, white, stage:Stage IVA, dead, 487 days
839.6
TCGA-QK-A64Z-01A
0 years, female, white, stage:Stage IVA, dead, 641 days
836.8
TCGA-CV-7415-01A
0 years, male, white, stage:Stage IVA, dead, 695 days
836.2
TCGA-CV-6003-01A
0 years, female, white, stage:Stage III, alive, 1665 days
826.3
TCGA-CV-7236-01A
0 years, female, white, stage:Stage IVA, dead, 144 days
816.7
TCGA-CN-6996-01A
0 years, female, white, stage:Stage IVA, dead, 530 days
814.2
TCGA-CQ-5334-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
814.2
TCGA-IQ-A6SH-01A
0 years, male, black or african american, stage:Stage III, alive, 471 days
790.7
TCGA-CV-7414-01A
0 years, male, white, stage:Stage IVA, dead, 14 days
789.9
TCGA-CV-7255-01A
0 years, female, white, stage:Stage IVA, dead, 64 days
773.0
TCGA-CN-6018-01A
0 years, female, white, stage:Stage IVA, dead, 580 days
765.2
TCGA-BA-6872-01A
0 years, male, white, stage:'--, dead, 384 days
763.4
TCGA-CN-6023-01A
0 years, male, white, stage:Stage IVA, alive, 1584 days
760.5
TCGA-BA-5556-01A
0 years, female, white, stage:Stage II, alive, 725 days
759.8
TCGA-IQ-A61E-01A
0 years, female, white, stage:Stage III, alive, 1147 days
751.9
TCGA-CV-7429-01A
0 years, male, white, stage:Stage IVA, dead, 107 days
750.7
TCGA-CQ-5330-01A
0 years, female, white, stage:Stage IVA, alive, 1897 days
745.9
TCGA-CN-5373-01A
0 years, female, white, stage:Stage I, alive, 1584 days
742.8
TCGA-CQ-7068-01A
0 years, female, white, stage:Stage II, alive, 1309 days
742.4
TCGA-CV-7238-01A
0 years, female, white, stage:Stage II, alive, 2727 days
740.6
TCGA-CV-5977-01A
0 years, male, white, stage:Stage IVA, alive, 1840 days
734.4
TCGA-CQ-A4CD-01A
0 years, male, white, stage:Stage IVA, alive, 1022 days
729.3
TCGA-CN-5370-01A
0 years, male, white, stage:Stage III, dead, 259 days
727.4
TCGA-CV-7245-01A
0 years, male, white, stage:Stage IVA, alive, 797 days
721.4
TCGA-CQ-A4C7-01A
0 years, male, white, stage:Stage III, dead, 353 days
720.1
TCGA-T2-A6WX-01A
0 years, female, white, stage:'--, dead, 209 days
717.0
TCGA-CV-5444-01A
0 years, male, black or african american, stage:Stage IVA, alive, 2437 days
716.1
TCGA-CV-A6JZ-01A
0 years, male, white, stage:Stage II, alive, 714 days
708.8
TCGA-CN-5361-01A
0 years, male, white, stage:Stage IVA, dead, 2120 days
706.9
TCGA-D6-8569-01A
0 years, male, white, stage:Stage II, alive, 770 days
696.4
TCGA-CV-6943-01A
0 years, male, white, stage:Stage III, dead, 602 days
692.7
TCGA-CN-4736-01A
0 years, female, white, stage:'--, dead, 395 days
687.4
TCGA-IQ-7630-01A
0 years, male, white, stage:Stage II, alive, 485 days
687.3
TCGA-BA-6873-01A
0 years, male, white, stage:Stage IVA, alive, 122 days
686.2
TCGA-CN-6011-01A
0 years, male, white, stage:Stage IVA, alive, 933 days
685.9
TCGA-CV-7416-01A
0 years, female, white, stage:Stage IVA, dead, 763 days
684.9
TCGA-CV-7100-01A
0 years, male, white, stage:Stage III, dead, 274 days
684.6
TCGA-CN-5363-01A
0 years, male, black or african american, stage:Stage IVB, dead, 253 days
684.1
TCGA-CN-5365-01A
0 years, male, white, stage:Stage IVB, dead, 351 days
681.9
TCGA-CV-7252-01A
0 years, female, black or african american, stage:Stage IVA, dead, 151 days
679.9
TCGA-CV-7413-01A
0 years, female, white, stage:Stage II, dead, 294 days
673.0
TCGA-CQ-7069-01A
0 years, female, white, stage:Stage II, alive, 1274 days
670.9
TCGA-CR-7382-01A
0 years, male, white, stage:Stage IVA, alive, 796 days
670.3
TCGA-D6-6824-01A
0 years, male, white, stage:Stage IVA, alive, 77 days
667.0
TCGA-CV-7097-01A
0 years, male, white, stage:Stage II, dead, 385 days
663.8
TCGA-H7-8502-01A
0 years, male, white, stage:Stage IVA, alive, 458 days
659.3
TCGA-T2-A6X0-01A
0 years, male, white, stage:'--, alive, 216 days
655.7
TCGA-CQ-6224-01A
0 years, male, white, stage:Stage IVA, alive, 1721 days
649.1
TCGA-CV-7434-01A
0 years, male, white, stage:Stage IVA, dead, 218 days
648.8
TCGA-HD-7753-01A
0 years, male, black or african american, stage:Stage I, alive, 866 days
647.7
TCGA-CR-7392-01A
0 years, female, white, stage:Stage IVA, alive, 1425 days
646.5
TCGA-CR-7380-01A
0 years, male, white, stage:Stage IVB, dead, 606 days
643.4
TCGA-UF-A7JA-01A
0 years, female, white, stage:Stage IVA, alive, 2265 days
642.9
TCGA-D6-6516-01A
0 years, male, white, stage:Stage I, alive, 773 days
641.6
TCGA-CV-5436-01A
0 years, male, stage:Stage IVA, dead, 584 days
621.6
TCGA-CR-7389-01A
0 years, male, black or african american, stage:'--, alive, 392 days
620.9
TCGA-BA-A6DE-01A
0 years, female, white, stage:Stage II, alive, 440 days
619.7
TCGA-CV-6934-01A
0 years, female, white, stage:Stage IVA, dead, 65 days
619.6
TCGA-CR-6478-01A
0 years, female, white, stage:'--, dead, 183 days
619.1
TCGA-CV-7407-01A
0 years, female, white, stage:Stage II, dead, 1081 days
617.2
TCGA-BA-5555-01A
0 years, male, black or african american, stage:Stage IVA, alive, 520 days
614.7
TCGA-CQ-7063-01A
0 years, female, white, stage:Stage I, alive, 2133 days
612.6
TCGA-CQ-6218-01A
0 years, female, white, stage:Stage IVA, alive, 1253 days
611.5
TCGA-WA-A7GZ-01A
0 years, male, white, stage:'--, dead, 625 days
610.4
TCGA-D6-6517-01A
0 years, male, white, stage:Stage III, alive, 292 days
609.7
TCGA-QK-A8Z8-01A
0 years, female, black or african american, stage:Stage IVC, dead, 171 days
602.1
TCGA-BA-5152-01A
0 years, male, white, stage:Stage IVA, alive, 1288 days
599.2
TCGA-QK-A652-01A
0 years, male, white, stage:Stage III, alive, 645 days
596.6
TCGA-CQ-6219-01A
0 years, female, white, stage:Stage IVA, dead, 479 days
595.7
TCGA-CN-5359-01A
0 years, male, white, stage:Stage IVA, dead, 377 days
595.4
TCGA-CV-7099-01A
0 years, female, white, stage:Stage II, dead, 243 days
594.6
TCGA-CQ-5324-01A
0 years, male, white, stage:Stage III, alive, 1593 days
594.6
TCGA-D6-A4Z9-01A
0 years, male, white, stage:Stage IVA, alive, 539 days
593.7
TCGA-CN-A49B-01A
0 years, male, white, stage:Stage III, alive, 904 days
592.5
TCGA-CV-6941-01A
0 years, male, white, stage:Stage III, dead, 342 days
589.9
TCGA-CV-6961-01A
0 years, male, white, stage:Stage II, dead, 76 days
588.6
TCGA-CV-5966-01A
0 years, female, white, stage:Stage IVA, dead, 545 days
588.3
TCGA-CV-7435-01A
0 years, female, white, stage:Stage IVA, dead, 4680 days
587.5
TCGA-CN-A498-01A
0 years, female, white, stage:Stage III, dead, 773 days
585.3
TCGA-CR-6477-01A
0 years, female, white, stage:'--, alive, 514 days
584.1
TCGA-CR-7376-01A
0 years, male, white, stage:Stage III, alive, 972 days
577.8
TCGA-CV-6960-01A
0 years, male, black or african american, stage:Stage III, dead, 862 days
569.9
TCGA-UF-A718-01A
0 years, male, white, stage:Stage IVA, alive, 1971 days
569.8
TCGA-QK-AA3K-01A
0 years, male, black or african american, stage:Stage IVA, alive, 253 days
569.0
TCGA-CQ-5326-01A
0 years, male, white, stage:Stage IVA, dead, 89 days
568.7
TCGA-T3-A92M-01A
0 years, male, black or african american, stage:Stage IVA, alive, 417 days
567.4
TCGA-UF-A7JT-01A
0 years, female, white, stage:Stage IVA, dead, 993 days
566.2
TCGA-DQ-5625-01A
0 years, female, white, stage:'--, dead, 1133 days
566.0
TCGA-CN-5367-01A
0 years, female, white, stage:Stage IVA, dead, 352 days
556.8
TCGA-CN-6013-01A
0 years, male, white, stage:Stage IVA, dead, 727 days
552.7
TCGA-CV-A461-01A
0 years, male, white, stage:'--, dead, 2064 days
550.8
TCGA-CR-7395-01A
0 years, female, white, stage:Stage II, alive, 930 days
542.2
TCGA-CQ-6220-01A
0 years, male, white, stage:Stage III, dead, 985 days
541.5
TCGA-CV-5976-01A
0 years, male, white, stage:Stage IVA, alive, 1478 days
539.8
TCGA-CQ-7065-01A
0 years, male, asian, stage:Stage II, alive, 1628 days
539.2
TCGA-UF-A7JV-01A
0 years, female, white, stage:Stage IVA, dead, 90 days
539.1
TCGA-CR-6493-01A
0 years, male, black or african american, stage:Stage IVA, dead, 282 days
538.7
TCGA-CV-7250-01A
0 years, male, white, stage:Stage IVA, dead, 2900 days
536.3
TCGA-P3-A6T8-01A
0 years, male, white, stage:Stage IVA, alive, 400 days
536.1
TCGA-H7-8501-01A
0 years, male, white, stage:Stage IVA, alive, 461 days
535.7
TCGA-CV-7089-01A
0 years, male, white, stage:Stage IVA, dead, 1972 days
534.9
TCGA-HL-7533-01A
0 years, male, white, stage:'--, alive, 1057 days
533.0
TCGA-CV-7418-01A
0 years, male, black or african american, stage:Stage IVA, dead, 789 days
529.0
TCGA-MT-A51W-01A
0 years, female, white, stage:Stage I, alive, 437 days
527.8
TCGA-CQ-A4CG-01A
0 years, female, white, stage:Stage III, dead, 430 days
526.7
TCGA-CN-A499-01A
0 years, female, white, stage:Stage II, alive, 717 days
522.5
TCGA-BB-A5HY-01A
0 years, male, white, stage:Stage IVA, dead, 321 days
521.5
TCGA-CN-6016-01A
0 years, male, white, stage:Stage IVA, alive, 1443 days
520.5
TCGA-CV-6441-01A
0 years, male, white, stage:Stage III, dead, 292 days
520.4
TCGA-CV-A45R-01A
0 years, male, white, stage:Stage III, alive, 5480 days
518.5
TCGA-CN-4723-01A
0 years, male, white, stage:Stage IVA, alive, 1699 days
515.3
TCGA-CV-7102-01A
0 years, female, white, stage:Stage IVA, dead, 56 days
513.8
TCGA-CX-7082-01A
0 years, male, white, stage:Stage IVA, dead, 11 days
505.6
TCGA-CV-6959-01A
0 years, male, white, stage:Stage III, dead, 256 days
505.5
TCGA-CQ-6227-01A
0 years, male, white, stage:Stage IVA, dead, 129 days
505.2
TCGA-F7-A61W-01A
0 years, male, asian, stage:Stage IVA, alive, 14 days
504.4
TCGA-CQ-A4CB-01A
0 years, male, stage:Stage III, alive, 893 days
501.7
TCGA-BA-5151-01A
0 years, male, white, stage:Stage IVA, alive, 722 days
500.4
TCGA-D6-6825-01A
0 years, male, white, stage:Stage I, alive, 491 days
500.2
TCGA-CV-A45U-01A
0 years, male, white, stage:Stage IVA, dead, 1079 days
499.6
TCGA-CV-7095-01A
0 years, female, stage:Stage II, dead, 572 days
495.7
TCGA-DQ-5624-01A
0 years, female, white, stage:'--, alive, 1778 days
495.4
TCGA-BA-A6DJ-01A
0 years, male, asian, stage:Stage IVA, dead, 407 days
495.4
TCGA-UF-A7JO-01A
0 years, female, white, stage:Stage IVA, dead, 631 days
495.3
TCGA-UF-A7JJ-01A
0 years, male, stage:Stage IVA, alive, 549 days
493.8
TCGA-CR-7374-01A
0 years, female, white, stage:'--, alive, 30 days
491.5
TCGA-CQ-5331-01A
0 years, female, white, stage:'--, alive, 1399 days
490.7
TCGA-CN-A6V7-01A
0 years, male, white, stage:Stage IVA, alive, 594 days
489.6
TCGA-CR-6492-01A
0 years, male, white, stage:Stage III, alive, 479 days
486.1
TCGA-CV-6954-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2002 days
485.9
TCGA-CR-7394-01A
0 years, male, white, stage:Stage IVA, alive, 1346 days
485.6
TCGA-CV-5978-01A
0 years, female, black or african american, stage:Stage IVB, dead, 215 days
485.2
TCGA-CV-5430-01A
0 years, male, white, stage:Stage IVA, alive, 4241 days
482.4
TCGA-CV-5441-01A
0 years, male, white, stage:Stage IVA, alive, 2886 days
480.2
TCGA-CV-6938-01A
0 years, male, white, stage:Stage II, dead, 144 days
478.0
TCGA-BA-A6DD-01A
0 years, male, black or african american, stage:Stage IVA, dead, 173 days
477.8
TCGA-CN-6022-01A
0 years, male, white, stage:Stage IVA, dead, 281 days
477.0
TCGA-D6-A6EO-01A
0 years, male, white, stage:Stage IVA, alive, 759 days
476.7
TCGA-UF-A7JK-01A
0 years, male, stage:Stage IVA, dead, 424 days
475.5
TCGA-MT-A67F-01A
0 years, female, white, stage:Stage IVA, alive, 384 days
475.0
TCGA-CV-7410-01A
0 years, male, white, stage:Stage III, dead, 6417 days
473.4
TCGA-CV-7438-01A
0 years, female, white, stage:Stage I, dead, 194 days
472.6
TCGA-BA-5558-01A
0 years, male, white, stage:'--, alive, 1995 days
472.5
TCGA-D6-6823-01A
0 years, male, white, stage:Stage II, alive, 701 days
470.1
TCGA-CN-5369-01A
0 years, female, white, stage:Stage IVA, dead, 1 days
468.1
TCGA-CV-A6JD-01A
0 years, female, white, stage:'--, dead, 182 days
468.0
TCGA-D6-8568-01A
0 years, male, white, stage:Stage II, alive, 759 days
467.8
TCGA-CQ-5327-01A
0 years, female, asian, stage:Stage IVA, alive, 1660 days
467.1
TCGA-CN-6994-01A
0 years, male, white, stage:Stage IVA, alive, 1183 days
464.6
TCGA-P3-A6T5-01A
0 years, female, white, stage:Stage IVA, dead, 882 days
463.6
TCGA-H7-A6C4-01A
0 years, female, white, stage:Stage IVA, dead, 414 days
463.4
TCGA-CV-7422-01A
0 years, female, white, stage:Stage IVA, dead, 1037 days
460.7
TCGA-BA-A8YP-01A
0 years, male, black or african american, stage:Stage IVB, alive, 499 days
455.8
TCGA-CX-7219-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1045 days
455.2
TCGA-KU-A6H7-01A
0 years, female, white, stage:Stage IVA, alive, 586 days
454.6
TCGA-CR-7365-01A
0 years, male, white, stage:Stage IVA, alive, 1191 days
453.6
TCGA-DQ-5630-01A
0 years, male, white, stage:'--, alive, 1030 days
453.4
TCGA-CV-A6JU-01A
0 years, female, white, stage:Stage IVB, alive, 110 days
450.6
TCGA-UF-A719-01A
0 years, male, stage:Stage II, alive, 1663 days
449.3
TCGA-D6-A74Q-01A
0 years, male, white, stage:Stage IVA, alive, 710 days
448.7
TCGA-CN-4734-01A
0 years, male, white, stage:Stage II, alive, 1690 days
445.7
TCGA-CQ-6229-01A
0 years, male, white, stage:Stage II, alive, 1179 days
445.5
TCGA-CV-6936-01A
0 years, male, white, stage:Stage IVA, dead, 166 days
445.2
TCGA-CR-7377-01A
0 years, male, white, stage:Stage IVA, dead, 279 days
444.6
TCGA-RS-A6TO-01A
0 years, female, white, stage:Stage IVA, dead, 387 days
441.4
TCGA-CR-7401-01A
0 years, male, white, stage:Stage I, alive, 1077 days
441.3
TCGA-CV-7178-01A
0 years, female, white, stage:Stage IVA, dead, 2166 days
438.6
TCGA-QK-A6VB-01A
0 years, male, white, stage:Stage IVA, alive, 641 days
435.3
TCGA-CQ-A4C9-01A
0 years, male, stage:Stage III, alive, 707 days
433.8
TCGA-IQ-7631-01A
0 years, female, white, stage:Stage II, alive, 1172 days
433.8
TCGA-CN-5364-01A
0 years, male, white, stage:Stage IVA, dead, 493 days
433.4
TCGA-QK-A6VC-01A
0 years, female, black or african american, stage:Stage IVA, alive, 600 days
431.7
TCGA-F7-A620-01A
0 years, male, white, stage:Stage III, alive, 543 days
431.5
TCGA-CQ-6228-01A
0 years, female, white, stage:Stage IVA, dead, 456 days
431.2
TCGA-CV-7253-01A
0 years, male, black or african american, stage:Stage IVA, dead, 361 days
426.7
TCGA-DQ-5629-01A
0 years, male, white, stage:'--, dead, 941 days
424.7
TCGA-T2-A6X2-01A
0 years, male, white, stage:Stage III, alive, 987 days
422.3
TCGA-CV-5435-01A
0 years, male, white, stage:Stage IVA, dead, 2319 days
421.8
TCGA-CN-6998-01A
0 years, male, white, stage:Stage IVA, dead, 357 days
419.5
TCGA-CV-6951-01A
0 years, male, white, stage:Stage IVA, dead, 915 days
419.5
TCGA-CV-7428-01A
0 years, male, white, stage:Stage IVA, dead, 1671 days
416.7
TCGA-CN-A63U-01A
0 years, male, white, stage:Stage IVA, alive, 964 days
416.5
TCGA-BA-A4IF-01A
0 years, male, white, stage:'--, alive, 895 days
415.1
TCGA-IQ-A61O-01A
0 years, male, white, stage:Stage IVA, dead, 421 days
414.1
TCGA-CV-7235-01A
0 years, male, white, stage:Stage II, alive, 2347 days
413.8
TCGA-BB-A6UO-01A
0 years, female, white, stage:Stage IVA, dead, 268 days
413.0
TCGA-CV-A460-01A
0 years, male, white, stage:'--, dead, 1838 days
411.2
TCGA-CN-6988-01A
0 years, male, white, stage:Stage IVA, alive, 318 days
410.3
TCGA-CV-A468-01A
0 years, male, stage:Stage IVA, dead, 464 days
410.3
TCGA-T3-A92N-01A
0 years, male, black or african american, stage:Stage IVA, dead, 95 days
409.4
TCGA-CN-6995-01A
0 years, male, white, stage:Stage IVA, dead, 112 days
408.1
TCGA-CN-A6V3-01A
0 years, male, white, stage:Stage IVA, alive, 742 days
407.6
TCGA-CN-4731-01A
0 years, female, white, stage:Stage IVA, dead, 998 days
406.9
TCGA-CR-6473-01A
0 years, male, white, stage:'--, alive, 1125 days
405.2
TCGA-CQ-5329-01A
0 years, female, white, stage:Stage II, alive, 2143 days
404.8
TCGA-CR-7371-01A
0 years, female, white, stage:Stage III, dead, 94 days
403.9
TCGA-BA-5153-01A
0 years, male, white, stage:'--, dead, 1762 days
403.4
TCGA-CR-6474-01A
0 years, male, white, stage:Stage IVA, dead, 564 days
402.7
TCGA-CV-6942-01A
0 years, female, white, stage:Stage II, alive, 4282 days
401.9
TCGA-CN-6010-01A
0 years, male, white, stage:Stage IVA, alive, 1523 days
400.4
TCGA-CQ-5325-01A
0 years, male, white, stage:Stage I, dead, 654 days
400.3
TCGA-CV-7440-01A
0 years, male, white, stage:Stage II, dead, 675 days
399.8
TCGA-CR-5243-01A
0 years, male, white, stage:'--, alive, 2562 days
399.6
TCGA-CV-A45Z-01A
0 years, male, white, stage:'--, dead, 1466 days
399.3
TCGA-CX-7086-01A
0 years, male, black or african american, stage:Stage III, alive, 573 days
398.9
TCGA-CV-7425-01A
0 years, female, white, stage:Stage III, dead, 1718 days
396.6
TCGA-C9-A47Z-01A
0 years, female, asian, stage:Stage III, dead, 191 days
393.8
TCGA-CN-5360-01A
0 years, male, white, stage:Stage IVA, alive, 2169 days
391.7
TCGA-CN-4735-01A
0 years, male, white, stage:Stage IVA, alive, 1737 days
391.6
TCGA-CN-A63W-01A
0 years, female, white, stage:Stage IVA, dead, 377 days
391.0
TCGA-CN-6020-01A
0 years, male, black or african american, stage:Stage III, dead, 205 days
390.0
TCGA-BA-6871-01A
0 years, male, white, stage:'--, dead, 108 days
388.3
TCGA-CN-A63T-01A
0 years, male, white, stage:Stage IVA, alive, 225 days
386.6
TCGA-CN-4728-01A
0 years, male, white, stage:Stage IVA, alive, 1724 days
383.2
TCGA-CV-7432-01A
0 years, male, white, stage:Stage II, dead, 2570 days
381.7
TCGA-CR-7370-01A
0 years, female, white, stage:'--, alive, 105 days
377.9
TCGA-CN-6989-01A
0 years, male, white, stage:Stage IVA, dead, 980 days
377.5
TCGA-CQ-5333-01A
0 years, male, white, stage:Stage II, dead, 341 days
377.5
TCGA-CV-5434-01A
0 years, male, black or african american, stage:Stage IVA, dead, 3314 days
377.2
TCGA-CQ-6223-01A
0 years, male, white, stage:Stage II, alive, 1428 days
376.1
TCGA-CN-6012-01A
0 years, male, white, stage:Stage IVA, alive, 1460 days
374.6
TCGA-UF-A7JC-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
374.1
TCGA-CN-4738-01A
0 years, male, white, stage:Stage IVA, dead, 436 days
373.5
TCGA-CV-7437-01A
0 years, male, stage:Stage II, dead, 506 days
370.3
TCGA-CV-A6JT-01A
0 years, male, white, stage:Stage II, alive, 852 days
369.0
TCGA-D6-6826-01A
0 years, female, white, stage:Stage IVA, dead, 348 days
368.7
TCGA-CR-7390-01A
0 years, male, white, stage:Stage IVA, alive, 1508 days
368.5
TCGA-UF-A71E-01A
0 years, male, white, stage:Stage IVA, dead, 1504 days
367.0
TCGA-CN-6992-01A
0 years, male, white, stage:Stage IVA, alive, 1066 days
366.9
TCGA-BB-A6UM-01A
0 years, male, white, stage:Stage III, alive, 393 days
366.3
TCGA-IQ-A6SG-01A
0 years, female, white, stage:Stage III, alive, 579 days
366.1
TCGA-BB-8596-01A
0 years, female, white, stage:Stage IVA, alive, 2161 days
365.6
TCGA-CR-6488-01A
0 years, female, white, stage:Stage II, alive, 379 days
364.6
TCGA-CV-7568-01A
0 years, female, white, stage:Stage IVA, dead, 927 days
364.1
TCGA-4P-AA8J-01A
0 years, male, black or african american, stage:Stage IVA, alive, 102 days
362.9
TCGA-CV-A6K2-01A
0 years, male, white, stage:Stage IVA, dead, 317 days
359.7
TCGA-CR-7383-01A
0 years, female, white, stage:Stage I, dead, 521 days
359.5
TCGA-CR-6482-01A
0 years, male, black or african american, stage:'--, alive, 345 days
358.4
TCGA-P3-A6T4-01A
0 years, male, white, stage:Stage IVA, dead, 62 days
357.5
TCGA-CR-7397-01A
0 years, male, white, stage:Stage IVA, alive, 754 days
356.4
TCGA-BA-6869-01A
0 years, male, white, stage:Stage III, alive, 644 days
353.7
TCGA-CN-A49C-01A
0 years, male, white, stage:'--, alive, 645 days
352.9
TCGA-UF-A71B-01A
0 years, male, white, stage:Stage IVA, alive, 1506 days
347.7
TCGA-DQ-7591-01A
0 years, male, white, stage:'--, alive, 622 days
345.9
TCGA-CV-6945-01A
0 years, male, white, stage:Stage IVA, dead, 366 days
345.6
TCGA-CV-7263-01A
0 years, male, black or african american, stage:Stage II, dead, 560 days
344.6
TCGA-BB-4217-01A
0 years, male, black or african american, stage:Stage IVA, alive, 187 days
343.3
TCGA-CV-5970-01A
0 years, male, white, stage:Stage IVA, dead, 406 days
342.7
TCGA-CV-7103-01A
0 years, male, white, stage:Stage IVA, dead, 1591 days
341.6
TCGA-P3-A6T2-01A
0 years, male, white, stage:Stage IVA, alive, 2298 days
340.3
TCGA-HD-A4C1-01A
0 years, female, black or african american, stage:Stage IVA, alive, 11 days
338.5
TCGA-CN-4729-01A
0 years, male, white, stage:Stage III, alive, 392 days
338.5
TCGA-CN-6997-01A
0 years, male, white, stage:Stage IVA, dead, 988 days
338.0
TCGA-H7-7774-01A
0 years, female, white, stage:Stage IVA, alive, 407 days
336.1
TCGA-CN-6017-01A
0 years, male, white, stage:Stage IVA, dead, 853 days
335.4
TCGA-BA-A6DG-01A
0 years, male, white, stage:'--, dead, 69 days
334.1
TCGA-BA-A4IG-01A
0 years, male, white, stage:'--, alive, 855 days
334.0
TCGA-CR-7364-01A
0 years, male, white, stage:Stage III, alive, 1435 days
328.4
TCGA-F7-8298-01A
0 years, male, white, stage:Stage I, alive, 995 days
327.7
TCGA-CN-4742-01A
0 years, female, white, stage:Stage IVA, dead, 397 days
327.3
TCGA-CV-7254-01A
0 years, male, white, stage:Stage II, dead, 1459 days
326.5
TCGA-CN-A497-01A
0 years, male, stage:Stage III, alive, 1065 days
326.1
TCGA-UF-A71A-01A
0 years, male, white, stage:Stage IVA, dead, 86 days
325.6
TCGA-IQ-A61J-01A
0 years, male, white, stage:Stage IVA, alive, 1021 days
324.9
TCGA-CV-7242-01A
0 years, female, white, stage:Stage II, alive, 1095 days
324.3
TCGA-CV-7424-01A
0 years, male, asian, stage:Stage IVA, dead, 453 days
323.9
TCGA-CN-A642-01A
0 years, male, white, stage:Stage IVB, dead, 82 days
322.5
TCGA-CV-A45T-01A
0 years, female, white, stage:'--, dead, 4856 days
322.1
TCGA-BA-A4IH-01A
0 years, male, white, stage:'--, alive, 622 days
321.2
TCGA-D6-A4ZB-01A
0 years, male, white, stage:Stage III, alive, 376 days
321.1
TCGA-CR-5250-01A
0 years, male, white, stage:'--, alive, 799 days
320.6
TCGA-HD-A633-01A
0 years, male, white, stage:Stage IVA, alive, 421 days
320.2
TCGA-CV-7180-01A
0 years, male, white, stage:Stage II, dead, 327 days
319.4
TCGA-C9-A480-01A
0 years, female, asian, stage:Stage III, alive, 386 days
319.1
TCGA-F7-A50I-01A
0 years, male, white, stage:Stage IVA, alive, 92 days
316.9
TCGA-CV-5440-01A
0 years, male, white, stage:Stage IVA, alive, 3270 days
315.8
TCGA-CN-4733-01A
0 years, male, white, stage:Stage III, alive, 1586 days
313.9
TCGA-CV-7091-01A
0 years, male, white, stage:Stage I, alive, 3381 days
313.9
TCGA-IQ-A61I-01A
0 years, male, black or african american, stage:Stage IVA, dead, 2 days
312.8
TCGA-TN-A7HJ-01A
0 years, male, white, stage:Stage IVA, alive, 403 days
312.5
TCGA-HD-A6HZ-01A
0 years, female, white, stage:Stage III, alive, 111 days
312.2
TCGA-CV-A45P-01A
0 years, female, white, stage:Stage I, alive, 639 days
311.7
TCGA-CX-A4AQ-01A
0 years, male, white, stage:Stage IVA, alive, 1555 days
310.3
TCGA-QK-A6V9-01A
0 years, male, white, stage:Stage II, alive, 833 days
305.3
TCGA-CQ-7072-01A
0 years, male, white, stage:Stage II, alive, 2359 days
304.4
TCGA-BA-5559-01A
0 years, male, white, stage:'--, dead, 2083 days
303.9
TCGA-CR-6480-01A
0 years, male, white, stage:'--, alive, 362 days
301.3
TCGA-HD-8634-01A
0 years, female, white, stage:Stage I, dead, 385 days
297.5
TCGA-CV-5439-01A
0 years, male, white, stage:Stage IVA, dead, 546 days
296.7
TCGA-CV-7411-01A
0 years, female, white, stage:Stage IVA, dead, 2717 days
296.0
TCGA-QK-A6IG-01A
0 years, male, white, stage:Stage III, dead, 222 days
294.4
TCGA-UF-A7J9-01A
0 years, male, white, stage:Stage IVA, alive, 1358 days
294.3
TCGA-CV-7427-01A
0 years, female, white, stage:Stage II, dead, 4760 days
293.4
TCGA-CQ-A4CH-01A
0 years, male, asian, stage:Stage II, dead, 379 days
292.8
TCGA-CX-7085-01A
0 years, female, white, stage:Stage I, alive, 321 days
290.8
TCGA-CR-5247-01A
0 years, male, black or african american, stage:'--, alive, 358 days
290.2
TCGA-D6-A6EM-01A
0 years, female, white, stage:Stage III, alive, 232 days
288.4
TCGA-CQ-5323-01A
0 years, male, white, stage:Stage I, alive, 1466 days
288.2
TCGA-BA-A6DI-01A
0 years, male, black or african american, stage:'--, dead, 336 days
287.4
TCGA-CV-7423-01A
0 years, male, white, stage:Stage II, dead, 3059 days
286.6
TCGA-CV-6955-01A
0 years, female, white, stage:Stage II, dead, 334 days
286.1
TCGA-P3-A6T3-01A
0 years, male, white, stage:Stage IVA, dead, 577 days
284.2
TCGA-CV-A465-01A
0 years, male, white, stage:Stage III, dead, 215 days
284.0
TCGA-CV-7261-01A
0 years, male, white, stage:Stage IVA, alive, 1512 days
282.0
TCGA-BA-4078-01A
0 years, male, white, stage:'--, dead, 276 days
279.8
TCGA-CN-4737-01A
0 years, male, white, stage:Stage IVA, alive, 625 days
276.8
TCGA-CV-6940-01A
0 years, female, white, stage:Stage III, dead, 804 days
276.3
TCGA-CV-7430-01A
0 years, male, white, stage:Stage IVA, dead, 495 days
275.5
TCGA-CV-6933-01A
0 years, male, white, stage:Stage III, dead, 2741 days
275.3
TCGA-CR-7369-01A
0 years, male, white, stage:Stage IVA, dead, 1090 days
274.0
TCGA-QK-A8ZA-01A
0 years, male, black or african american, stage:'--, dead, 371 days
273.9
TCGA-CN-6021-01A
0 years, female, white, stage:'--, dead, 276 days
271.9
TCGA-QK-AA3J-01A
0 years, male, black or african american, stage:Stage I, alive, 466 days
271.9
TCGA-CV-7446-01A
0 years, male, white, stage:Stage IVA, dead, 1093 days
267.9
TCGA-CV-A45V-01A
0 years, female, white, stage:Stage IVA, dead, 32 days
267.4
TCGA-QK-A8ZB-01A
0 years, male, black or african american, stage:Stage IVA, alive, 542 days
267.3
TCGA-CV-A463-01A
0 years, female, white, stage:Stage IVA, dead, 23 days
266.6
TCGA-CR-6487-01A
0 years, male, white, stage:Stage I, alive, 234 days
266.4
TCGA-IQ-7632-01A
0 years, female, white, stage:Stage IVA, alive, 441 days
265.0
TCGA-BB-A5HU-01A
0 years, male, white, stage:Stage IVA, alive, 782 days
265.0
TCGA-CQ-7071-01A
0 years, female, white, stage:Stage III, alive, 1311 days
264.2
TCGA-CN-5356-01A
0 years, male, white, stage:Stage III, alive, 1409 days
263.3
TCGA-F7-A623-01A
0 years, male, white, stage:Stage IVA, alive, 616 days
262.1
TCGA-CV-5431-01A
0 years, male, white, stage:Stage IVA, dead, 522 days
262.1
TCGA-CR-6484-01A
0 years, female, asian, stage:Stage IVA, alive, 354 days
261.9
TCGA-CR-7379-01A
0 years, female, white, stage:Stage IVA, alive, 1036 days
260.9
TCGA-CN-4725-01A
0 years, male, white, stage:Stage II, alive, 1157 days
259.5
TCGA-CV-6939-01A
0 years, male, white, stage:Stage IVA, dead, 666 days
258.7
TCGA-CN-4740-01A
0 years, female, white, stage:Stage IVA, dead, 839 days
258.4
TCGA-CN-6024-01A
0 years, male, white, stage:Stage IVA, dead, 337 days
255.3
TCGA-CR-6491-01A
0 years, male, black or african american, stage:Stage IVA, alive, 693 days
255.0
TCGA-DQ-7588-01A
0 years, male, white, stage:'--, dead, 427 days
254.3
TCGA-CN-5358-01A
0 years, male, white, stage:Stage II, dead, 261 days
253.2
TCGA-CN-A6V6-01A
0 years, male, white, stage:Stage IVA, alive, 635 days
252.6
TCGA-CR-6470-01A
0 years, male, white, stage:Stage II, alive, 1521 days
252.4
TCGA-BA-6870-01A
0 years, female, black or african american, stage:'--, dead, 451 days
249.9
TCGA-F7-7848-01A
0 years, male, white, stage:Stage IVA, alive, 1131 days
245.7
TCGA-CN-4741-01A
0 years, male, white, stage:Stage IVA, alive, 2239 days
244.6
TCGA-BA-A6DB-01A
0 years, female, white, stage:Stage I, alive, 216 days
243.1
TCGA-MZ-A6I9-01A
0 years, male, white, stage:'--, dead, 489 days
242.9
TCGA-F7-A50G-01A
0 years, male, white, stage:Stage III, alive, 616 days
242.2
TCGA-CR-7372-01A
0 years, male, white, stage:Stage I, alive, 759 days
241.6
TCGA-CR-5249-01A
0 years, female, white, stage:Stage II, alive, 1152 days
241.5
TCGA-CR-7385-01A
0 years, male, white, stage:'--, alive, 997 days
240.5
TCGA-CR-7393-01A
0 years, male, white, stage:Stage III, alive, 993 days
239.9
TCGA-CV-A6K1-01A
0 years, male, white, stage:Stage IVA, alive, 685 days
239.8
TCGA-CR-7398-01A
0 years, female, white, stage:Stage II, alive, 156 days
238.1
TCGA-WA-A7H4-01A
0 years, male, white, stage:Stage II, alive, 443 days
237.8
TCGA-CN-A6UY-01A
0 years, male, white, stage:Stage IVA, alive, 713 days
237.0
TCGA-QK-A8Z7-01A
0 years, male, black or african american, stage:Stage IVA, alive, 392 days
236.8
TCGA-CV-7247-01A
0 years, male, white, stage:Stage III, dead, 577 days
235.2
TCGA-BB-4225-01A
0 years, male, white, stage:'--, alive, 146 days
233.4
TCGA-CN-A49A-01A
0 years, male, white, stage:Stage IVB, dead, 526 days
227.3
TCGA-CR-7391-01A
0 years, female, white, stage:Stage I, alive, 913 days
226.9
TCGA-F7-A50J-01A
0 years, female, white, stage:Stage III, alive, 947 days
225.4
TCGA-CV-A6JN-01A
0 years, male, white, stage:'--, alive, 906 days
223.5
TCGA-BB-A5HZ-01A
0 years, male, white, stage:Stage IVA, alive, 827 days
222.4
TCGA-CV-7183-01A
0 years, male, white, stage:Stage II, alive, 3981 days
219.7
TCGA-F7-A622-01A
0 years, male, white, stage:Stage III, dead, 359 days
216.1
TCGA-BA-5557-01A
0 years, female, stage:Stage III, alive, 623 days
213.6
TCGA-CV-6935-01A
0 years, male, white, stage:Stage IVA, dead, 295 days
212.7
TCGA-CN-4730-01A
0 years, male, white, stage:Stage IVA, alive, 817 days
211.3
TCGA-UF-A7JH-01A
0 years, male, black or african american, stage:Stage IVA, alive, 896 days
210.7
TCGA-CR-7367-01A
0 years, male, white, stage:Stage IVA, alive, 1440 days
209.7
TCGA-HD-8314-01A
0 years, male, white, stage:Stage III, alive, 670 days
208.9
TCGA-CR-7368-01A
0 years, male, white, stage:Stage IVA, alive, 1245 days
207.7
TCGA-CV-6948-01A
0 years, female, white, stage:Stage IVB, dead, 1289 days
207.0
TCGA-P3-A6SW-01A
0 years, male, white, stage:Stage IVB, alive, 1120 days
207.0
TCGA-CV-A45O-01A
0 years, male, white, stage:'--, alive, 851 days
206.5
TCGA-CQ-A4CE-01A
0 years, female, stage:Stage II, alive, 897 days
203.3
TCGA-CV-7101-01A
0 years, male, white, stage:Stage II, dead, 160 days
201.8
TCGA-QK-A6IF-01A
0 years, male, white, stage:'--, alive, 704 days
201.7
TCGA-KU-A66S-01A
0 years, female, white, stage:Stage III, dead, 406 days
198.9
TCGA-CR-7404-01A
0 years, male, white, stage:'--, alive, 1472 days
196.4
TCGA-CV-7248-01A
0 years, female, black or african american, stage:Stage IVA, dead, 521 days
196.4
TCGA-CR-7402-01A
0 years, male, white, stage:'--, alive, 911 days
195.1
TCGA-MT-A67D-01A
0 years, male, white, stage:Stage II, alive, 56 days
194.2
TCGA-CV-A45W-01A
0 years, male, white, stage:Stage II, dead, 1398 days
194.1
TCGA-P3-A5Q6-01A
0 years, male, white, stage:Stage IVA, dead, 480 days
193.7
TCGA-CQ-6222-01A
0 years, male, white, stage:Stage IVA, alive, 2016 days
193.6
TCGA-P3-A6SX-01A
0 years, male, white, stage:Stage III, dead, 1430 days
192.9
TCGA-CQ-5332-01A
0 years, male, white, stage:Stage III, dead, 317 days
191.9
TCGA-CV-A45X-01A
0 years, male, white, stage:Stage IVA, dead, 198 days
190.2
TCGA-D6-A6EQ-01A
0 years, male, white, stage:Stage IVA, alive, 368 days
190.1
TCGA-BA-A6DL-01A
0 years, male, white, stage:'--, alive, 623 days
190.1
TCGA-CN-6019-01A
0 years, male, white, stage:Stage IVA, alive, 1038 days
188.2
TCGA-CN-4739-01A
0 years, male, white, stage:Stage IVA, dead, 1394 days
188.0
TCGA-D6-6827-01A
0 years, female, white, stage:Stage I, alive, 568 days
186.5
TCGA-CR-6481-01A
0 years, male, white, stage:'--, alive, 311 days
186.5
TCGA-HD-7831-01A
0 years, male, white, stage:Stage IVA, alive, 667 days
185.8
TCGA-CN-4726-01A
0 years, male, white, stage:Stage IVA, dead, 142 days
182.3
TCGA-D6-A6EN-01A
0 years, male, white, stage:Stage III, alive, 687 days
180.9
TCGA-CV-5432-01A
0 years, male, white, stage:Stage III, alive, 3930 days
180.3
TCGA-P3-A5QE-01A
0 years, male, white, stage:Stage III, alive, 1559 days
178.2
TCGA-UF-A71D-01A
0 years, female, white, stage:Stage IVA, alive, 1461 days
174.0
TCGA-CR-7388-01A
0 years, female, white, stage:'--, dead, 823 days
172.4
TCGA-CN-4727-01A
0 years, male, white, stage:Stage IVA, alive, 1560 days
172.1
TCGA-CN-5374-01A
0 years, female, white, stage:Stage IVA, dead, 1732 days
170.7
TCGA-F7-A61V-01A
0 years, male, white, stage:Stage II, alive, 759 days
170.7
TCGA-BA-4076-01A
0 years, male, white, stage:'--, dead, 415 days
170.1
TCGA-CN-5355-01A
0 years, male, black or african american, stage:Stage IVA, alive, 1278 days
169.8
TCGA-MT-A67A-01A
0 years, female, white, stage:Stage I, alive, 914 days
169.7
TCGA-BB-4227-01A
0 years, male, white, stage:Stage IVA, alive, 134 days
169.5
TCGA-CV-7406-01A
0 years, male, white, stage:Stage II, dead, 1748 days
168.9
TCGA-CN-A641-01A
0 years, male, white, stage:Stage IVA, alive, 367 days
168.4
TCGA-CN-A63V-01A
0 years, male, white, stage:Stage IVA, alive, 679 days
168.2
TCGA-MT-A51X-01A
0 years, male, white, stage:Stage IVA, alive, 242 days
167.7
TCGA-IQ-A61G-01A
0 years, male, white, stage:Stage IVA, alive, 360 days
164.7
TCGA-CV-5971-01A
0 years, male, white, stage:Stage IVA, alive, 701 days
163.9
TCGA-DQ-5631-01A
0 years, male, white, stage:'--, dead, 548 days
163.5
TCGA-CV-A6JE-01A
0 years, male, white, stage:'--, alive, 1075 days
163.3
TCGA-UF-A7JD-01A
0 years, male, stage:Stage IVA, dead, 739 days
162.4
TCGA-MZ-A5BI-01A
0 years, male, white, stage:'--, dead, 217 days
161.8
TCGA-CR-6471-01A
0 years, male, white, stage:Stage IVA, dead, 1202 days
161.7
TCGA-P3-A6T0-01A
0 years, female, white, stage:Stage IVA, alive, 578 days
161.0
TCGA-RS-A6TP-01A
0 years, male, white, stage:Stage II, alive, 516 days
159.5
TCGA-F7-A624-01A
0 years, male, white, stage:Stage II, alive, 378 days
159.1
TCGA-UF-A7JF-01A
0 years, male, white, stage:Stage IVA, alive, 1686 days
158.3
TCGA-CQ-6225-01A
0 years, male, white, stage:Stage III, dead, 403 days
158.1
TCGA-BA-4075-01A
0 years, male, black or african american, stage:Stage III, dead, 283 days
153.8
TCGA-BA-A4II-01A
0 years, male, white, stage:Stage II, alive, 918 days
151.0
TCGA-CR-6467-01A
0 years, male, white, stage:Stage III, alive, 1777 days
150.7
TCGA-HD-A634-01A
0 years, male, white, stage:Stage IVA, dead, 130 days
149.2
TCGA-BB-4223-01A
0 years, male, white, stage:Stage IVA, alive, 3221 days
148.1
TCGA-CV-A45Y-01A
0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
147.8
TCGA-CV-6436-01A
0 years, male, white, stage:Stage IVA, alive, 1899 days
147.3
TCGA-CV-6962-01A
0 years, male, white, stage:Stage IVA, dead, 126 days
146.3
TCGA-CR-6472-01A
0 years, male, white, stage:'--, alive, 1050 days
145.5
TCGA-IQ-A61H-01A
0 years, male, white, stage:Stage II, alive, 1138 days
145.1
TCGA-QK-A6IH-01A
0 years, female, white, stage:Stage IVB, alive, 653 days
143.9
TCGA-P3-A6T6-01A
0 years, male, white, stage:Stage IVA, dead, 395 days
140.5
TCGA-HD-8224-01A
0 years, male, white, stage:Stage IVA, dead, 446 days
139.1
TCGA-CV-7177-01A
0 years, female, white, stage:Stage II, dead, 663 days
138.2
TCGA-H7-A76A-01A
0 years, male, white, stage:'--, alive, 637 days
133.2
TCGA-CV-6433-01A
0 years, male, white, stage:Stage II, alive, 641 days
130.5
TCGA-BB-8601-01A
0 years, male, black or african american, stage:Stage III, alive, 624 days
129.7
TCGA-QK-A6II-01A
0 years, male, white, stage:Stage IVA, dead, 284 days
125.6
TCGA-CV-5443-01A
0 years, male, black or african american, stage:Stage III, alive, 2784 days
122.8
TCGA-QK-A6IJ-01A
0 years, male, white, stage:Stage III, alive, 387 days
121.9
TCGA-CN-4722-01A
0 years, female, white, stage:Stage II, alive, 1483 days
121.8
TCGA-UP-A6WW-01A
0 years, male, white, stage:'--, alive, 518 days
121.1
TCGA-CV-A6JY-01A
0 years, male, white, stage:Stage IVA, alive, 646 days
118.3
TCGA-D6-A6EK-01A
0 years, male, white, stage:Stage III, alive, 875 days
118.1
TCGA-KU-A6H8-01A
0 years, male, white, stage:Stage IVA, dead, 327 days
115.1
TCGA-BA-7269-01A
0 years, male, white, stage:Stage III, alive, 1273 days
110.9
TCGA-P3-A5QF-01A
0 years, male, white, stage:Stage IVA, dead, 330 days
108.3
TCGA-BA-4074-01A
0 years, male, white, stage:Stage IVA, dead, 462 days
103.7
TCGA-HD-A6I0-01A
0 years, male, white, stage:Stage IVA, alive, 210 days
93.7
TCGA-BB-4228-01A
0 years, male, white, stage:Stage III, alive, 559 days
92.1
TCGA-T2-A6WZ-01A
0 years, male, white, stage:'--, dead, 484 days
91.4
TCGA-TN-A7HL-01A
0 years, male, white, stage:Stage IVA, alive, 619 days
91.2
TCGA-P3-A5Q5-01A
0 years, male, white, stage:Stage IVA, alive, 910 days
90.4
TCGA-P3-A5QA-01A
0 years, male, stage:Stage I, alive, 2182 days
89.5
TCGA-CV-7421-01A
0 years, male, white, stage:Stage IVA, dead, 2 days
86.7
TCGA-UF-A7JS-01A
0 years, male, white, stage:Stage IVA, dead, 680 days
86.2
TCGA-BB-4224-01A
0 years, male, white, stage:Stage IVA, alive, 278 days
86.2
TCGA-CV-6953-01A
0 years, female, white, stage:Stage III, dead, 1641 days
84.2
TCGA-CV-A45Q-01A
0 years, female, white, stage:'--, dead, 5152 days
83.4
TCGA-BA-A6D8-01A
0 years, male, black or african american, stage:Stage IVA, alive, 850 days
80.8
TCGA-CQ-A4CI-01A
0 years, male, white, stage:Stage III, alive, 950 days
80.3
TCGA-KU-A66T-01A
0 years, female, white, stage:Stage IVA, alive, 552 days
74.4
TCGA-BA-A6DA-01A
0 years, female, white, stage:Stage IVA, alive, 351 days
68.3
TCGA-HD-7754-01A
0 years, male, white, stage:Stage IVA, alive, 783 days
68.2
TCGA-CR-5248-01A
0 years, male, white, stage:'--, alive, 1663 days
60.0
TCGA-TN-A7HI-01A
0 years, male, white, stage:Stage IVA, alive, 412 days
50.3
TCGA-CV-A6JM-01A
0 years, male, white, stage:'--, dead, 194 days
40.5
TCGA-MZ-A7D7-01A
0 years, male, white, stage:Stage IVA, alive, 547 days
36.7
TCGA-D6-A6ES-01A
0 years, male, white, stage:Stage IVA, alive, 389 days
22.5
TCGA-CV-5442-01A
0 years, female, white, stage:Stage IVA, alive, 2327 days
20.4
TCGA-MT-A7BN-01A
0 years, male, white, stage:Stage IVA, alive, 469 days
19.9
TCGA-D6-A6EP-01A
0 years, male, white, stage:Stage III, alive, 424 days
11.3
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0226340003
Tumor
1.3
CPT0088410003
Tumor
1.0
CPT0236620003
Tumor
0.9
CPT0163790003
Tumor
0.9
CPT0163740003
Tumor
0.8
CPT0235910003
Tumor
0.8
CPT0163480003
Tumor
0.8
CPT0013210004
Tumor
0.8
CPT0087820003
Tumor
0.8
CPT0169730003
Tumor
0.7
CPT0245230004
Tumor
0.7
CPT0011130005
Tumor
0.7
CPT0008930003
Tumor
0.6
CPT0087990003
Tumor
0.6
CPT0163340003
Tumor
0.6
CPT0196210003
Tumor
0.6
CPT0184530003
Tumor
0.6
CPT0245350003
Tumor
0.5
CPT0226250004
Tumor
0.5
CPT0245300003
Tumor
0.5
CPT0245010003
Tumor
0.5
CPT0199700003
Tumor
0.4
CPT0248330003
Tumor
0.4
CPT0177200003
Tumor
0.4
CPT0246590003
Tumor
0.4
CPT0237620004
Tumor
0.4
CPT0008630003
Tumor
0.4
CPT0163720003
Normal
0.3
CPT0201830004
Tumor
0.3
CPT0084630009
Tumor
0.3
CPT0245550003
Tumor
0.3
CPT0095040003
Tumor
0.3
CPT0194800003
Normal
0.3
CPT0176770003
Tumor
0.3
CPT0094420004
Tumor
0.2
CPT0194420003
Tumor
0.2
CPT0235460003
Tumor
0.2
CPT0094280004
Tumor
0.2
CPT0223450003
Tumor
0.2
CPT0222360003
Tumor
0.2
CPT0013130003
Tumor
0.2
CPT0241980004
Tumor
0.2
CPT0245680003
Tumor
0.2
CPT0245130003
Tumor
0.2
CPT0169640003
Tumor
0.2
CPT0162940003
Tumor
0.2
CPT0199820003
Tumor
0.1
CPT0199880003
Tumor
0.1
CPT0162990004
Tumor
0.1
CPT0236850004
Tumor
0.1
CPT0162890003
Tumor
0.1
CPT0237130004
Tumor
0.1
CPT0163840003
Tumor
0.1
C3N-04276-06
Normal
0.1
CPT0201860004
Normal
0.1
CPT0220610003
Tumor
0.1
CPT0248350003
Normal
0.1
CPT0248520003
Tumor
0.1
CPT0223970003
Tumor
0.1
CPT0163910003
Tumor
0.0
CPT0245630003
Tumor
0.0
CPT0163170003
Normal
0.0
CPT0163530003
Tumor
0.0
CPT0169740004
Normal
0.0
CPT0013030003
Normal
0.0
CPT0163800003
Normal
0.0
CPT0024810003
Tumor
0.0
CPT0235470002
Normal
0.0
CPT0013460003
Normal
0.0
CPT0008520008
Tumor
0.0
CPT0177390003
Tumor
0.0
CPT0163240003
Tumor
0.0
CPT0194260003
Normal
0.0
CPT0236870003
Normal
0.0
CPT0226440003
Tumor
0.0
CPT0088060004
Tumor
0.0
CPT0013250003
Normal
0.0
CPT0245180003
Tumor
0.0
CPT0246670003
Tumor
0.0
CPT0226030003
Tumor
0.0
CPT0127050003
Tumor
-0.1
CPT0194250003
Tumor
-0.1
CPT0245190003
Normal
-0.1
CPT0123260003
Tumor
-0.1
CPT0281470002
Normal
-0.1
CPT0013430003
Tumor
-0.1
CPT0229220002
Normal
-0.1
CPT0222180003
Tumor
-0.1
CPT0094560004
Tumor
-0.1
CPT0246620003
Tumor
-0.1
C3N-00295-05
Normal
-0.1
CPT0244890004
Tumor
-0.1
C3N-02693-06
Normal
-0.1
CPT0163090003
Tumor
-0.1
CPT0008960003
Normal
-0.1
CPT0013000004
Tumor
-0.1
CPT0243140004
Normal
-0.2
CPT0207870004
Tumor
-0.2
CPT0169890003
Tumor
-0.2
CPT0195680003
Tumor
-0.2
CPT0243090003
Tumor
-0.2
CPT0190850003
Tumor
-0.2
CPT0199710003
Normal
-0.2
CPT0226400003
Normal
-0.2
CPT0236640003
Normal
-0.2
CPT0245140003
Normal
-0.2
CPT0196060003
Normal
-0.2
CPT0094490004
Tumor
-0.2
CPT0244940004
Tumor
-0.2
CPT0245500003
Tumor
-0.2
CPT0261520003
Tumor
-0.2
CPT0177710003
Tumor
-0.2
CPT0245020003
Normal
-0.2
CPT0169920003
Normal
-0.2
CPT0163490003
Normal
-0.2
CPT0245730003
Tumor
-0.2
CPT0237150003
Normal
-0.2
CPT0278700002
Normal
-0.2
CPT0163160003
Tumor
-0.2
C3N-04275-05
Normal
-0.2
C3N-01758-04
Normal
-0.2
CPT0163650003
Tumor
-0.2
CPT0194960003
Tumor
-0.3
C3N-04279-05
Normal
-0.3
CPT0242000004
Normal
-0.3
CPT0245060004
Tumor
-0.3
CPT0226090003
Normal
-0.3
CPT0163020003
Normal
-0.3
CPT0196040003
Tumor
-0.3
CPT0088010003
Normal
-0.3
CPT0163430003
Normal
-0.3
CPT0223460003
Normal
-0.3
CPT0123180003
Tumor
-0.3
CPT0163250003
Normal
-0.3
C3N-00857-05
Normal
-0.3
CPT0199830003
Normal
-0.3
CPT0226450003
Normal
-0.3
CPT0245400003
Tumor
-0.3
CPT0190860003
Normal
-0.3
CPT0195700003
Normal
-0.3
CPT0163610003
Normal
-0.3
CPT0246540003
Tumor
-0.4
CPT0123190003
Normal
-0.4
CPT0226270003
Normal
-0.4
CPT0245450003
Tumor
-0.4
CPT0235920003
Normal
-0.4
CPT0011320003
Normal
-0.4
CPT0094580003
Normal
-0.4
CPT0084650004
Normal
-0.4
CPT0177010003
Tumor
-0.4
CPT0088080003
Normal
-0.4
CPT0163410003
Tumor
-0.4
CPT0226390003
Tumor
-0.4
CPT0245460003
Normal
-0.4
CPT0011290003
Tumor
-0.4
CPT0226350003
Normal
-0.4
CPT0199890003
Normal
-0.5
CPT0177220003
Normal
-0.5
CPT0237500003
Normal
-0.5
CPT0245410003
Normal
-0.5
CPT0222200003
Normal
-0.5
CPT0163860003
Normal
-0.5
CPT0094350004
Tumor
-0.5
CPT0245560003
Normal
-0.5
CPT0163600003
Tumor
-0.5
CPT0237640003
Normal
-0.5
CPT0237480004
Tumor
-0.5
CPT0220620003
Normal
-0.5
CPT0250310003
Tumor
-0.6
CPT0088430003
Normal
-0.6
CPT0245600003
Tumor
-0.6
CPT0123280003
Normal
-0.6
C3N-01859-04
Normal
-0.6
C3N-01620-05
Normal
-0.7
CPT0195880003
Normal
-0.8
CPT0226130003
Tumor
-0.9
CPT0256560003
Tumor
-0.9
CPT0195860003
Tumor
-0.9
CPT0194790003
Tumor
-1.0
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.