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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.
LDHA 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 pTPM
548.8
Number of samples
492
Samples
Sample
Description
pTPM
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
2024.9
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
1825.6
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
1748.0
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
1611.3
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
1574.5
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
1507.4
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
1420.4
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
1409.3
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
1332.7
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
1303.2
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
1254.5
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
1248.8
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
1220.8
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
1210.4
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
1195.1
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
1191.8
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
1190.3
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
1183.6
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
1182.2
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
1176.5
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
1175.5
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
1162.9
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
1156.2
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
1149.7
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
1148.8
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
1132.3
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
1130.3
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
1124.1
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
1122.1
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
1111.7
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
1110.7
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
1101.6
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
1101.1
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
1064.9
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
1064.5
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
1057.7
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
1041.9
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
1041.2
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
1037.3
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
1036.4
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
1031.7
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
1029.8
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
1028.5
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
1015.8
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
986.7
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
974.2
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
956.0
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
952.6
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
951.9
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
950.0
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
945.7
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
941.2
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
938.6
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
931.0
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
920.2
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
909.5
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
894.0
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
893.0
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
893.0
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
883.8
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
873.5
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
871.2
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
868.2
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
867.2
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
865.7
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
865.0
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
864.5
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
863.8
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
863.7
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
854.1
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
849.1
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
848.7
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
848.5
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
848.4
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
848.1
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
845.8
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
836.2
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
828.4
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
828.2
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
825.2
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
824.5
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
824.3
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
814.4
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
811.9
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
811.9
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
808.4
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
805.5
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
800.5
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
799.0
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
791.2
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
790.5
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
788.3
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
787.1
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
784.8
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
784.3
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
776.6
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
770.9
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
770.2
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
768.5
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
767.6
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
763.9
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
762.4
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
758.4
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
756.1
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
755.9
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
753.2
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
751.3
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
750.0
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
744.7
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
743.8
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
742.5
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
742.4
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
740.3
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
739.4
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
738.9
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
734.4
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
732.9
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
732.8
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
726.5
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
723.4
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
719.4
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
718.7
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
716.0
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
714.5
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
710.0
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
709.0
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
708.9
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
702.5
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
700.7
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
696.9
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
696.5
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
695.2
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
693.9
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
689.0
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
688.0
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
686.4
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
685.3
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
681.0
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
679.7
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
671.4
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
668.7
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
667.6
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
664.7
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
662.7
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
661.0
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
648.9
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
648.8
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
645.4
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
642.7
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
640.4
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
640.4
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
633.1
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
630.7
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
630.4
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
630.2
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
623.0
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
622.9
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
620.9
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
617.9
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
616.7
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
616.6
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
613.6
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
610.4
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
603.1
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
597.9
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
597.6
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
592.6
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
591.2
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
590.9
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
588.8
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
586.1
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
585.3
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
582.3
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
581.8
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
581.8
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
581.4
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
576.4
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
574.7
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
574.1
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
573.8
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
572.6
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
572.2
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
566.2
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
565.3
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
564.1
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
563.0
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
559.3
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
558.8
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
558.0
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
556.6
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
556.2
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
555.4
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
552.7
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
552.4
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
551.3
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
550.1
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
549.8
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
549.1
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
549.0
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
548.7
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
548.4
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
548.1
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
547.7
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
546.5
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
546.0
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
545.3
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
543.5
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
542.6
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
542.1
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
537.7
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
537.7
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
535.4
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
534.5
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
533.9
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
533.8
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
531.4
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
528.4
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
527.5
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
521.9
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
520.7
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
520.7
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
518.8
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
517.7
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
517.4
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
516.2
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
515.3
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
511.3
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
510.8
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
509.1
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
506.0
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
505.3
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
497.4
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
496.4
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
496.4
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
496.3
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
490.6
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
488.7
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
488.7
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
487.1
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
486.9
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
485.7
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
483.9
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
483.6
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
482.3
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
480.7
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
479.4
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
479.0
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
477.6
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
477.3
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
473.9
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
473.3
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
473.2
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
470.5
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
466.5
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
464.1
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
463.8
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
463.3
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
463.1
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
459.5
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
457.8
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
456.5
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
455.3
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
452.4
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
452.3
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
449.7
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
448.7
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
448.4
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
448.3
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
447.5
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
445.3
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
444.4
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
443.7
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
442.0
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
441.6
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
440.5
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
440.3
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
439.5
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
437.9
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
437.3
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
437.2
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
436.0
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
434.5
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
433.3
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
433.0
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
432.8
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
432.4
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
432.1
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
431.8
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
431.8
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
428.9
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
426.5
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
426.4
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
425.9
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
425.5
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
424.9
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
424.2
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
422.8
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
422.5
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
422.4
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
421.2
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
420.6
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
417.7
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
417.4
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
416.3
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
415.0
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
411.9
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
411.8
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
411.2
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
410.5
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
409.3
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
407.7
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
407.7
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
406.9
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
403.4
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
402.9
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
401.3
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
399.7
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
397.3
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
396.2
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
396.1
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
394.1
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
392.9
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
392.9
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
392.4
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
391.4
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
390.0
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
389.1
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
389.0
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
388.8
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
387.6
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
385.0
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
384.7
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
384.6
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
383.5
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
381.9
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
381.7
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
381.6
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
381.1
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
377.4
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
376.8
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
373.1
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
373.0
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
372.5
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
370.7
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
369.9
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
369.1
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
369.1
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
366.4
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
366.0
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
364.9
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
364.3
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
363.8
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
363.5
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
363.1
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
362.8
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
357.9
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
356.5
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
356.2
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
353.7
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
353.0
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
352.7
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
351.9
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
351.8
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
351.5
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
351.4
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
350.4
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
347.9
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
347.2
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
346.6
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
346.1
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
345.2
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
345.1
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
344.7
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
344.1
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
342.3
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
339.3
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
338.8
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
337.2
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
335.9
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
334.7
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
333.2
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
330.0
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
326.1
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
325.7
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
324.2
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
322.0
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
321.6
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
321.2
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
319.4
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
318.7
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
315.5
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
314.8
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
313.1
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
309.8
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
309.6
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
309.5
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
303.9
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
303.5
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
302.8
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
301.0
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
300.2
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
297.6
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
296.3
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
293.6
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
293.3
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
291.4
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
290.3
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
287.6
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
286.2
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
282.6
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
282.5
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
282.5
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
282.1
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
279.9
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
278.6
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
277.7
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
276.8
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
273.2
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
269.4
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
266.3
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
264.7
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
263.1
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
261.0
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
260.6
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
259.2
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
258.7
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
258.4
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
257.1
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
254.6
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
252.7
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
249.0
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
246.2
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
241.1
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
237.3
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
234.9
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
232.9
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
231.5
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
231.4
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
231.1
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
228.0
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
227.9
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
227.1
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
223.0
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
221.4
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
220.5
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
217.6
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
214.6
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
214.3
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
214.2
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
212.4
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
210.8
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
210.7
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
208.9
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
208.9
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
204.1
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
203.9
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
203.5
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
200.8
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
197.1
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
196.4
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
192.1
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
191.9
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
188.1
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
187.9
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
185.6
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
182.7
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
180.5
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
179.2
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
177.5
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
176.6
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
168.7
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
166.2
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
158.0
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
156.4
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
153.2
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
152.3
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
152.3
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
151.4
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
147.5
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
135.9
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
129.5
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
123.4
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
118.2
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
108.4
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
107.2
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
106.3
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
104.6
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
98.1
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
74.7
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
70.3
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
64.5
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
37.3
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0162940003
Tumor
0.9
CPT0008630003
Tumor
0.9
CPT0011130005
Tumor
0.8
CPT0245600003
Tumor
0.8
CPT0235460003
Tumor
0.7
CPT0237480004
Tumor
0.6
CPT0195700003
Normal
0.6
CPT0169920003
Normal
0.6
CPT0245500003
Tumor
0.6
CPT0095040003
Tumor
0.5
CPT0177010003
Tumor
0.5
CPT0163790003
Tumor
0.5
CPT0199700003
Tumor
0.5
CPT0176770003
Tumor
0.5
CPT0245010003
Tumor
0.5
CPT0013030003
Normal
0.4
CPT0094350004
Tumor
0.4
CPT0241980004
Tumor
0.4
CPT0248520003
Tumor
0.4
CPT0163340003
Tumor
0.4
CPT0242000004
Normal
0.4
CPT0236620003
Tumor
0.3
CPT0246670003
Tumor
0.3
CPT0094560004
Tumor
0.3
CPT0194420003
Tumor
0.3
CPT0194960003
Tumor
0.3
CPT0163720003
Normal
0.3
CPT0226440003
Tumor
0.3
CPT0163840003
Tumor
0.3
CPT0226340003
Tumor
0.3
CPT0094490004
Tumor
0.3
CPT0199890003
Normal
0.3
CPT0196060003
Normal
0.3
CPT0163240003
Tumor
0.2
CPT0244940004
Tumor
0.2
CPT0088060004
Tumor
0.2
CPT0223460003
Normal
0.2
CPT0226130003
Tumor
0.2
CPT0024810003
Tumor
0.2
CPT0245190003
Normal
0.2
CPT0196040003
Tumor
0.2
CPT0169640003
Tumor
0.2
CPT0245180003
Tumor
0.2
CPT0177390003
Tumor
0.2
CPT0245300003
Tumor
0.2
CPT0226450003
Normal
0.2
CPT0194250003
Tumor
0.2
CPT0177220003
Normal
0.2
CPT0163740003
Tumor
0.2
CPT0011290003
Tumor
0.2
CPT0245730003
Tumor
0.2
CPT0127050003
Tumor
0.2
CPT0169730003
Tumor
0.2
CPT0163650003
Tumor
0.1
CPT0256560003
Tumor
0.1
CPT0235920003
Normal
0.1
CPT0008520008
Tumor
0.1
CPT0236850004
Tumor
0.1
CPT0199830003
Normal
0.1
CPT0199710003
Normal
0.1
CPT0013250003
Normal
0.1
CPT0162990004
Tumor
0.1
CPT0226030003
Tumor
0.1
CPT0261520003
Tumor
0.1
CPT0245630003
Tumor
0.1
CPT0169890003
Tumor
0.1
CPT0123180003
Tumor
0.1
CPT0123260003
Tumor
0.1
CPT0248330003
Tumor
0.1
CPT0245140003
Normal
0.0
CPT0163480003
Tumor
0.0
CPT0237130004
Tumor
0.0
CPT0220610003
Tumor
0.0
CPT0226090003
Normal
0.0
CPT0245550003
Tumor
0.0
CPT0235910003
Tumor
0.0
CPT0087990003
Tumor
0.0
CPT0177200003
Tumor
0.0
CPT0196210003
Tumor
0.0
CPT0088410003
Tumor
0.0
CPT0226400003
Normal
0.0
CPT0237620004
Tumor
0.0
CPT0163410003
Tumor
0.0
CPT0199820003
Tumor
0.0
CPT0163600003
Tumor
0.0
CPT0163490003
Normal
0.0
CPT0013430003
Tumor
0.0
CPT0223450003
Tumor
-0.1
CPT0237500003
Normal
-0.1
CPT0195880003
Normal
-0.1
CPT0094280004
Tumor
-0.1
CPT0194260003
Normal
-0.1
CPT0123280003
Normal
-0.1
C3N-01758-04
Normal
-0.1
CPT0237150003
Normal
-0.1
CPT0222360003
Tumor
-0.1
CPT0087820003
Tumor
-0.1
CPT0008930003
Tumor
-0.1
CPT0245020003
Normal
-0.1
CPT0163530003
Tumor
-0.1
CPT0220620003
Normal
-0.1
CPT0245450003
Tumor
-0.2
CPT0008960003
Normal
-0.2
CPT0190850003
Tumor
-0.2
CPT0123190003
Normal
-0.2
CPT0163020003
Normal
-0.2
CPT0177710003
Tumor
-0.2
C3N-04279-05
Normal
-0.2
CPT0163160003
Tumor
-0.2
CPT0281470002
Normal
-0.2
CPT0194800003
Normal
-0.2
CPT0194790003
Tumor
-0.2
C3N-01859-04
Normal
-0.2
CPT0084630009
Tumor
-0.2
CPT0184530003
Tumor
-0.2
CPT0245350003
Tumor
-0.2
C3N-00295-05
Normal
-0.2
CPT0195860003
Tumor
-0.2
CPT0013210004
Tumor
-0.3
CPT0169740004
Normal
-0.3
CPT0163430003
Normal
-0.3
CPT0236870003
Normal
-0.3
CPT0163090003
Tumor
-0.3
CPT0013460003
Normal
-0.3
CPT0207870004
Tumor
-0.3
CPT0245400003
Tumor
-0.3
CPT0199880003
Tumor
-0.3
CPT0246590003
Tumor
-0.3
C3N-00857-05
Normal
-0.3
CPT0226350003
Normal
-0.3
CPT0011320003
Normal
-0.3
CPT0246620003
Tumor
-0.3
CPT0245130003
Tumor
-0.3
CPT0236640003
Normal
-0.3
CPT0245060004
Tumor
-0.4
CPT0163800003
Normal
-0.4
CPT0245460003
Normal
-0.4
CPT0226390003
Tumor
-0.4
CPT0084650004
Normal
-0.4
CPT0094420004
Tumor
-0.4
CPT0163250003
Normal
-0.4
CPT0237640003
Normal
-0.4
CPT0244890004
Tumor
-0.4
CPT0088010003
Normal
-0.4
CPT0246540003
Tumor
-0.4
CPT0226270003
Normal
-0.4
CPT0278700002
Normal
-0.5
CPT0245410003
Normal
-0.5
CPT0013130003
Tumor
-0.5
CPT0163860003
Normal
-0.5
CPT0235470002
Normal
-0.5
CPT0223970003
Tumor
-0.5
CPT0162890003
Tumor
-0.5
C3N-01620-05
Normal
-0.5
CPT0163170003
Normal
-0.5
CPT0245230004
Tumor
-0.5
CPT0245680003
Tumor
-0.5
CPT0229220002
Normal
-0.5
CPT0201860004
Normal
-0.5
CPT0013000004
Tumor
-0.6
CPT0222200003
Normal
-0.6
CPT0163610003
Normal
-0.6
CPT0243090003
Tumor
-0.6
CPT0088080003
Normal
-0.6
CPT0226250004
Tumor
-0.6
CPT0248350003
Normal
-0.6
C3N-02693-06
Normal
-0.6
C3N-04275-05
Normal
-0.6
CPT0245560003
Normal
-0.6
CPT0243140004
Normal
-0.6
CPT0190860003
Normal
-0.6
CPT0163910003
Tumor
-0.6
C3N-04276-06
Normal
-0.6
CPT0094580003
Normal
-0.7
CPT0088430003
Normal
-0.7
CPT0201830004
Tumor
-0.8
CPT0250310003
Tumor
-0.8
CPT0222180003
Tumor
-0.8
CPT0195680003
Tumor
-0.8
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.
The Human Protein Atlas project is funded
