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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.
GNAS 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.
: 1.76
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
0.015
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.
37%
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.
52%
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
755.7
Number of samples
492
Samples
Sample
Description
TPM
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
2059.1
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
1906.9
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
1770.5
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
1730.5
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
1646.6
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
1628.5
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
1610.9
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
1583.9
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
1581.5
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
1567.2
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
1564.4
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
1563.8
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
1529.5
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
1529.2
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
1521.4
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
1520.2
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
1434.0
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
1427.2
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
1425.1
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
1422.7
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
1394.1
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
1392.9
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
1391.9
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
1364.6
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
1359.7
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
1343.4
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
1336.5
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
1331.4
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
1329.5
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
1324.0
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
1307.0
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
1296.3
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
1290.6
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
1281.7
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
1278.8
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
1247.4
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
1241.0
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
1240.6
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
1226.1
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
1224.8
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
1224.2
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
1212.8
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
1196.3
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
1193.2
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
1187.3
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
1186.8
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
1183.7
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
1181.5
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
1181.0
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
1174.4
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
1167.5
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
1165.4
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
1162.1
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
1146.6
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
1146.6
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
1122.3
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
1120.1
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
1112.3
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
1109.4
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
1103.7
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
1100.6
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
1100.4
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
1089.9
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
1084.5
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
1074.3
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
1073.8
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
1071.5
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
1068.3
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
1066.9
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
1063.7
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
1062.4
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
1060.1
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
1055.3
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
1053.4
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
1052.8
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
1048.8
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
1046.5
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
1046.3
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
1045.3
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
1043.2
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
1042.0
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
1036.5
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
1031.0
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
1015.2
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
1014.2
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
1013.2
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
1013.1
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
1011.2
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
1005.7
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
1000.6
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
986.2
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
984.6
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
981.8
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
981.6
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
974.8
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
969.0
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
966.6
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
966.6
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
962.6
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
961.9
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
960.3
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
960.3
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
956.4
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
953.2
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
952.3
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
950.5
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
949.9
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
949.7
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
948.9
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
947.4
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
945.3
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
945.1
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
942.8
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
941.1
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
936.5
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
936.2
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
936.1
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
934.6
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
932.5
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
931.9
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
929.9
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
927.8
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
925.3
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
925.2
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
924.1
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
923.2
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
920.2
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
918.7
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
917.7
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
916.5
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
914.3
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
911.0
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
909.2
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
908.1
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
905.6
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
903.2
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
901.6
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
900.0
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
900.0
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
895.9
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
884.7
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
880.1
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
879.2
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
877.3
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
877.0
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
874.4
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
870.6
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
870.4
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
869.4
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
868.4
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
864.8
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
861.7
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
860.3
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
859.9
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
852.9
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
852.5
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
850.7
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
850.3
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
848.7
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
847.8
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
846.4
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
844.5
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
842.9
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
839.9
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
835.7
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
833.9
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
833.5
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
832.8
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
832.4
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
832.3
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
832.3
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
831.3
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
830.9
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
828.4
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
828.0
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
827.2
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
826.3
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
825.3
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
825.2
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
823.2
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
823.1
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
818.9
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
816.2
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
808.9
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
805.9
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
802.6
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
801.9
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
801.8
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
799.0
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
798.8
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
797.7
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
792.5
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
792.4
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
790.7
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
790.6
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
790.3
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
788.7
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
788.1
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
785.2
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
784.2
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
783.7
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
781.8
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
780.8
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
776.2
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
775.9
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
774.9
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
773.0
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
772.9
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
771.2
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
770.8
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
768.9
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
768.7
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
767.1
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
763.6
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
755.0
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
750.6
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
749.3
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
747.5
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
746.7
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
743.9
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
743.7
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
741.6
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
740.7
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
739.0
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
738.4
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
736.3
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
734.9
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
733.7
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
729.6
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
728.8
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
727.4
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
726.3
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
724.8
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
723.6
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
723.2
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
722.1
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
721.0
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
720.9
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
720.7
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
719.3
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
717.0
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
716.9
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
714.4
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
711.9
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
708.2
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
706.7
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
706.3
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
700.7
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
700.5
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
697.5
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
697.3
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
695.7
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
694.1
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
689.6
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
687.1
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
685.8
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
683.0
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
682.8
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
682.6
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
682.1
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
680.9
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
679.8
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
679.1
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
678.1
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
668.7
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
668.5
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
668.3
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
667.3
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
667.1
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
666.6
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
660.5
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
660.4
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
659.8
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
659.8
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
659.7
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
659.5
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
659.0
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
657.0
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
657.0
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
656.3
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
656.0
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
656.0
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
654.7
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
652.2
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
647.8
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
646.1
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
644.6
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
643.1
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
642.0
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
641.5
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
640.7
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
639.7
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
639.0
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
637.3
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
636.8
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
636.7
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
634.5
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
634.4
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
634.3
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
632.8
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
632.8
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
632.4
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
632.2
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
632.0
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
628.1
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
627.4
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
627.0
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
626.3
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
624.5
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
621.9
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
620.8
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
617.4
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
616.8
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
616.4
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
616.2
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
614.3
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
613.4
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
612.5
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
611.3
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
608.4
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
607.3
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
606.8
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
606.6
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
604.4
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
602.5
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
602.0
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
601.2
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
599.8
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
596.8
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
596.0
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
594.5
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
590.4
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
588.5
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
587.6
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
587.4
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
586.5
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
586.1
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
585.4
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
584.2
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
583.3
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
583.0
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
581.3
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
580.9
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
580.6
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
579.4
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
578.2
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
577.3
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
577.2
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
575.0
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
574.6
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
574.0
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
573.5
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
572.5
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
572.4
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
571.7
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
569.8
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
566.9
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
565.4
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
563.0
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
559.3
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
559.3
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
559.2
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
558.5
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
557.2
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
556.5
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
549.3
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
547.9
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
547.5
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
547.1
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
546.7
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
544.4
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
540.4
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
535.3
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
535.0
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
533.9
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
533.5
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
532.3
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
531.2
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
529.6
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
528.2
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
527.8
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
526.7
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
526.2
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
523.8
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
523.7
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
523.2
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
522.7
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
520.8
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
520.8
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
516.4
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
515.4
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
513.2
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
509.1
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
506.8
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
504.1
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
503.3
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
502.6
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
500.8
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
499.8
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
499.1
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
495.2
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
493.7
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
492.5
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
492.4
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
491.7
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
491.1
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
490.7
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
490.7
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
490.0
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
489.5
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
488.4
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
487.0
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
486.8
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
479.9
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
474.5
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
473.4
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
470.2
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
463.2
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
459.6
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
458.1
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
457.9
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
457.3
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
453.8
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
453.4
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
453.0
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
452.2
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
452.2
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
451.5
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
443.2
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
443.2
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
443.2
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
438.4
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
438.2
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
437.2
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
436.5
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
436.4
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
434.6
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
430.9
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
430.6
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
430.3
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
429.2
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
428.9
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
423.4
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
419.4
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
414.8
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
407.2
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
405.0
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
404.6
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
401.3
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
400.1
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
391.8
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
390.6
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
387.2
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
384.9
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
384.1
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
383.0
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
380.0
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
377.5
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
376.8
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
375.7
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
374.5
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
372.0
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
365.1
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
359.5
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
359.1
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
357.7
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
353.0
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
347.7
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
346.4
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
332.2
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
332.0
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
330.4
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
323.0
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
313.7
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
309.9
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
308.5
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
306.0
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
288.6
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
282.2
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
237.8
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
237.5
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
209.1
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
207.8
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
198.1
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
198.0
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
184.7
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
163.0
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
110.3
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
100.1
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
95.2
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
89.7
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
68.0
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0236640003
Normal
1.0
CPT0163740003
Tumor
0.8
CPT0236850004
Tumor
0.6
CPT0163720003
Normal
0.6
CPT0013460003
Normal
0.5
CPT0123280003
Normal
0.5
CPT0201830004
Tumor
0.5
CPT0226340003
Tumor
0.5
CPT0222200003
Normal
0.4
CPT0222360003
Tumor
0.4
CPT0190850003
Tumor
0.4
CPT0184530003
Tumor
0.4
CPT0246540003
Tumor
0.4
CPT0199710003
Normal
0.4
CPT0190860003
Normal
0.3
CPT0245680003
Tumor
0.3
CPT0245350003
Tumor
0.3
CPT0245130003
Tumor
0.3
CPT0163090003
Tumor
0.3
CPT0199700003
Tumor
0.3
CPT0237620004
Tumor
0.3
CPT0194960003
Tumor
0.3
CPT0177010003
Tumor
0.3
CPT0194250003
Tumor
0.3
CPT0163800003
Normal
0.3
CPT0246620003
Tumor
0.2
CPT0245180003
Tumor
0.2
CPT0241980004
Tumor
0.2
CPT0194790003
Tumor
0.2
CPT0245020003
Normal
0.2
CPT0176770003
Tumor
0.2
CPT0243090003
Tumor
0.2
CPT0199890003
Normal
0.2
CPT0094580003
Normal
0.2
CPT0013430003
Tumor
0.2
CPT0245230004
Tumor
0.2
CPT0088410003
Tumor
0.2
CPT0194800003
Normal
0.2
CPT0246670003
Tumor
0.2
CPT0199880003
Tumor
0.1
CPT0226440003
Tumor
0.1
CPT0084650004
Normal
0.1
CPT0226450003
Normal
0.1
CPT0245560003
Normal
0.1
CPT0226400003
Normal
0.1
CPT0248520003
Tumor
0.1
CPT0195880003
Normal
0.1
CPT0163490003
Normal
0.1
CPT0244890004
Tumor
0.1
CPT0236870003
Normal
0.1
CPT0242000004
Normal
0.1
CPT0237500003
Normal
0.1
CPT0169890003
Tumor
0.1
CPT0245600003
Tumor
0.1
CPT0226250004
Tumor
0.1
CPT0243140004
Normal
0.1
CPT0201860004
Normal
0.1
CPT0245010003
Tumor
0.1
CPT0163410003
Tumor
0.1
CPT0177200003
Tumor
0.1
CPT0237150003
Normal
0.1
CPT0163600003
Tumor
0.1
CPT0088080003
Normal
0.1
CPT0162890003
Tumor
0.1
CPT0226130003
Tumor
0.1
CPT0226350003
Normal
0.1
CPT0095040003
Tumor
0.1
CPT0163170003
Normal
0.0
CPT0123260003
Tumor
0.0
CPT0248330003
Tumor
0.0
CPT0245730003
Tumor
0.0
CPT0123190003
Normal
0.0
CPT0094560004
Tumor
0.0
CPT0237640003
Normal
0.0
CPT0013250003
Normal
0.0
CPT0245410003
Normal
0.0
CPT0226270003
Normal
0.0
CPT0087820003
Tumor
0.0
CPT0194260003
Normal
0.0
CPT0245550003
Tumor
0.0
CPT0024810003
Tumor
0.0
CPT0245460003
Normal
0.0
CPT0177710003
Tumor
0.0
CPT0245190003
Normal
0.0
CPT0196060003
Normal
0.0
CPT0226390003
Tumor
0.0
CPT0177390003
Tumor
0.0
CPT0237480004
Tumor
0.0
CPT0094490004
Tumor
0.0
CPT0194420003
Tumor
0.0
CPT0088060004
Tumor
0.0
CPT0177220003
Normal
0.0
CPT0207870004
Tumor
0.0
CPT0220620003
Normal
0.0
CPT0163650003
Tumor
0.0
CPT0235920003
Normal
0.0
C3N-00857-05
Normal
0.0
CPT0195860003
Tumor
0.0
CPT0163860003
Normal
0.0
C3N-02693-06
Normal
0.0
C3N-01859-04
Normal
0.0
CPT0088430003
Normal
0.0
CPT0013000004
Tumor
-0.1
CPT0196210003
Tumor
-0.1
C3N-01620-05
Normal
-0.1
CPT0163480003
Tumor
-0.1
CPT0011130005
Tumor
-0.1
CPT0094280004
Tumor
-0.1
CPT0261520003
Tumor
-0.1
CPT0256560003
Tumor
-0.1
CPT0199830003
Normal
-0.1
CPT0163610003
Normal
-0.1
CPT0163240003
Tumor
-0.1
CPT0195700003
Normal
-0.1
C3N-00295-05
Normal
-0.1
CPT0245300003
Tumor
-0.1
CPT0169920003
Normal
-0.1
CPT0246590003
Tumor
-0.1
CPT0245400003
Tumor
-0.1
C3N-04275-05
Normal
-0.1
CPT0162990004
Tumor
-0.1
CPT0169730003
Tumor
-0.1
CPT0094420004
Tumor
-0.1
CPT0013030003
Normal
-0.1
CPT0223460003
Normal
-0.1
CPT0163340003
Tumor
-0.1
CPT0163250003
Normal
-0.1
CPT0235460003
Tumor
-0.1
CPT0163430003
Normal
-0.1
CPT0236620003
Tumor
-0.1
CPT0226030003
Tumor
-0.1
CPT0163840003
Tumor
-0.1
CPT0008930003
Tumor
-0.1
CPT0088010003
Normal
-0.2
CPT0196040003
Tumor
-0.2
CPT0199820003
Tumor
-0.2
CPT0245500003
Tumor
-0.2
C3N-04276-06
Normal
-0.2
C3N-04279-05
Normal
-0.2
CPT0013130003
Tumor
-0.2
CPT0008520008
Tumor
-0.2
CPT0163910003
Tumor
-0.2
CPT0245060004
Tumor
-0.2
CPT0162940003
Tumor
-0.2
CPT0163160003
Tumor
-0.2
CPT0008630003
Tumor
-0.2
CPT0169640003
Tumor
-0.2
CPT0163530003
Tumor
-0.2
CPT0245630003
Tumor
-0.2
CPT0248350003
Normal
-0.2
CPT0163020003
Normal
-0.2
CPT0094350004
Tumor
-0.2
CPT0250310003
Tumor
-0.2
CPT0226090003
Normal
-0.3
CPT0244940004
Tumor
-0.3
CPT0195680003
Tumor
-0.3
CPT0163790003
Tumor
-0.3
CPT0084630009
Tumor
-0.3
CPT0220610003
Tumor
-0.3
CPT0127050003
Tumor
-0.3
CPT0087990003
Tumor
-0.3
CPT0011320003
Normal
-0.3
CPT0123180003
Tumor
-0.3
C3N-01758-04
Normal
-0.3
CPT0229220002
Normal
-0.3
CPT0223970003
Tumor
-0.3
CPT0013210004
Tumor
-0.4
CPT0008960003
Normal
-0.4
CPT0281470002
Normal
-0.4
CPT0278700002
Normal
-0.4
CPT0235910003
Tumor
-0.4
CPT0223450003
Tumor
-0.4
CPT0237130004
Tumor
-0.4
CPT0245140003
Normal
-0.4
CPT0235470002
Normal
-0.4
CPT0245450003
Tumor
-0.5
CPT0222180003
Tumor
-0.5
CPT0011290003
Tumor
-0.5
CPT0169740004
Normal
-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
