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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.
EEF1A1 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.
0.026
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.
42%
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.
56%
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
4042.6
Number of samples
492
Samples
Sample
Description
TPM
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
12200.1
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
9985.4
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
9434.0
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
9089.0
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
8784.2
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
8537.9
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
8529.1
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
8330.1
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
8184.6
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
8131.2
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
8078.2
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
7877.1
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
7688.7
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
7588.0
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
7500.3
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
7346.4
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
7194.0
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
7062.6
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
7056.2
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
6968.4
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
6875.8
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
6765.6
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
6696.4
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
6694.9
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
6637.1
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
6632.9
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
6572.0
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
6537.4
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
6526.2
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
6470.2
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
6466.8
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
6452.1
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
6416.3
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
6355.6
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
6234.1
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
6190.2
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
6186.9
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
6142.1
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
6117.7
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
6100.5
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
6052.0
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
6040.6
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
5992.9
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
5894.9
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
5884.8
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
5842.4
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
5832.6
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
5693.7
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
5631.1
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
5605.7
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
5603.6
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
5601.4
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
5594.1
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
5562.2
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
5560.4
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
5529.1
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
5451.9
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
5430.7
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
5402.6
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
5400.8
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
5388.7
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
5373.0
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
5367.0
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
5332.4
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
5302.6
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
5300.5
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
5274.0
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
5273.0
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
5268.9
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
5258.2
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
5258.1
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
5244.4
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
5244.2
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
5231.1
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
5219.0
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
5215.4
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
5213.6
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
5185.8
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
5183.4
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
5168.3
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
5167.4
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
5128.8
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
5121.8
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
5100.0
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
5097.6
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
5074.9
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
5045.5
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
5032.5
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
5009.4
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
5004.6
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
4992.4
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
4967.2
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
4957.8
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
4930.2
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
4904.5
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
4891.5
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
4870.8
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
4866.6
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
4858.7
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
4858.3
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
4854.2
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
4846.8
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
4835.6
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
4833.2
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
4827.2
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
4826.4
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
4810.2
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
4807.0
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
4802.1
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
4798.0
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
4785.4
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
4774.6
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
4772.7
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
4765.6
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
4753.3
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
4750.5
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
4741.5
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
4733.0
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
4728.5
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
4718.3
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
4714.1
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
4711.6
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
4697.4
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
4686.2
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
4684.3
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
4670.7
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
4645.4
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
4639.5
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
4633.4
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
4627.3
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
4624.6
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
4606.0
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
4581.8
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
4573.7
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
4538.6
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
4527.5
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
4516.0
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
4486.2
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
4484.2
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
4483.6
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
4483.2
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
4480.4
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
4478.4
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
4469.0
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
4462.5
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
4460.6
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
4456.6
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
4455.4
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
4450.3
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
4447.8
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
4444.9
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
4431.8
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
4426.3
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
4415.7
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
4409.6
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
4396.0
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
4394.8
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
4389.0
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
4389.0
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
4388.3
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
4386.5
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
4383.3
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
4355.7
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
4333.7
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
4329.6
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
4314.5
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
4309.0
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
4304.3
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
4299.1
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
4287.1
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
4285.4
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
4282.6
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
4280.4
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
4276.1
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
4268.0
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
4266.7
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
4262.9
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
4261.2
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
4259.7
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
4255.8
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
4248.0
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
4225.2
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
4210.9
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
4209.9
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
4208.5
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
4199.1
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
4190.1
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
4188.6
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
4187.4
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
4186.0
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
4183.6
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
4174.2
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
4162.5
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
4161.7
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
4160.8
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
4157.8
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
4140.4
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
4132.5
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
4091.5
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
4088.7
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
4085.4
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
4083.2
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
4079.7
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
4071.7
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
4071.6
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
4069.6
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
4063.2
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
4061.4
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
4059.4
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
4058.9
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
4042.3
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
4036.5
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
4029.2
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
4026.0
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
4017.4
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
4015.7
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
4006.5
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
4002.4
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
4000.6
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
3997.9
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
3992.9
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
3988.9
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
3983.3
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
3978.2
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
3965.0
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
3962.8
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
3947.1
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
3944.0
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
3937.6
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
3931.9
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
3928.2
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
3922.3
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
3918.7
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
3909.3
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
3908.7
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
3902.0
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
3895.3
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
3888.1
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
3885.2
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
3877.9
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
3876.7
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
3876.6
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
3864.7
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
3856.7
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
3856.2
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
3844.7
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
3843.7
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
3831.8
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
3829.4
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
3828.9
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
3826.5
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
3811.9
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
3804.9
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
3802.4
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
3796.2
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
3782.7
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
3765.3
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
3763.2
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
3746.0
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
3745.9
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
3740.9
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
3740.9
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
3729.8
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
3726.8
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
3725.8
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
3724.2
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
3720.1
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
3719.0
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
3712.7
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
3710.4
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
3708.3
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
3702.8
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
3701.6
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
3692.5
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
3691.7
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
3689.3
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
3676.8
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
3669.2
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
3665.1
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
3661.6
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
3660.6
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
3648.0
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
3646.7
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
3646.5
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
3642.3
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
3638.8
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
3634.3
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
3634.1
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
3629.2
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
3623.5
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
3620.0
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
3608.8
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
3603.4
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
3599.3
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
3595.0
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
3583.1
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
3579.3
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
3572.7
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
3572.7
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
3571.0
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
3564.6
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
3541.4
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
3537.2
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
3535.7
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
3534.8
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
3534.7
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
3534.4
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
3532.3
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
3525.8
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
3511.1
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
3508.9
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
3499.1
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
3497.7
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
3496.2
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
3484.6
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
3475.2
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
3463.9
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
3463.0
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
3452.5
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
3450.3
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
3447.0
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
3445.9
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
3436.1
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
3423.7
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
3422.3
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
3414.1
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
3399.3
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
3380.0
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
3372.8
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
3367.3
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
3366.4
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
3361.1
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
3347.8
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
3347.0
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
3345.5
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
3341.5
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
3339.2
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
3338.5
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
3330.9
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
3320.7
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
3319.7
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
3312.1
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
3287.6
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
3287.4
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
3283.5
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
3275.2
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
3273.7
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
3249.5
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
3241.9
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
3234.0
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
3230.6
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
3222.2
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
3201.7
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
3192.8
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
3185.4
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
3180.8
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
3174.6
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
3173.4
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
3167.9
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
3162.2
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
3161.5
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
3152.4
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
3148.4
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
3139.0
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
3138.0
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
3126.3
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
3125.5
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
3123.2
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
3121.6
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
3119.3
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
3103.2
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
3100.4
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
3096.3
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
3086.7
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
3076.4
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
3073.2
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
3072.9
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
3068.3
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
3060.6
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
3058.2
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
3051.9
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
3047.6
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
3043.3
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
3039.0
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
3030.0
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
3024.0
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
3020.8
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
3015.7
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
3010.6
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
3008.9
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
3004.9
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
2995.9
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
2992.2
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
2976.3
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
2975.7
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
2972.2
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
2964.8
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
2964.3
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
2951.8
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
2946.3
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
2940.4
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
2932.8
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
2917.7
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
2911.4
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
2910.5
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
2903.9
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
2895.3
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
2892.1
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
2890.7
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
2855.0
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
2839.2
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
2837.1
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
2833.3
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
2824.6
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
2798.1
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
2798.0
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
2788.7
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
2778.2
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
2748.1
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
2727.1
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
2725.4
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
2721.7
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
2720.2
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
2711.7
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
2693.9
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
2693.2
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
2692.8
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
2687.6
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
2682.4
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
2681.5
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
2663.7
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
2657.7
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
2647.9
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
2645.5
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
2636.6
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
2633.2
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
2630.8
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
2630.6
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
2620.6
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
2600.4
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
2598.9
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
2593.8
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
2590.4
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
2555.2
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
2553.1
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
2546.3
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
2516.2
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
2511.0
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
2498.3
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
2496.2
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
2475.3
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
2472.3
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
2471.8
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
2470.9
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
2469.4
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
2460.8
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
2460.3
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
2453.9
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
2445.0
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
2442.2
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
2410.2
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
2375.5
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
2347.1
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
2330.4
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
2313.2
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
2309.9
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
2292.8
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
2288.2
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
2270.5
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
2244.6
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
2240.3
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
2235.3
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
2233.4
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
2231.2
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
2213.8
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
2149.3
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
2017.6
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
1971.0
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
1939.7
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
1901.3
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
1889.2
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
1883.6
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
1863.5
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
1747.2
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
1639.2
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
1629.1
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
1452.7
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
1422.1
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
1362.0
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
1292.3
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
1135.6
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
476.1
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0245600003
Tumor
0.6
CPT0235460003
Tumor
0.5
CPT0246540003
Tumor
0.5
CPT0246670003
Tumor
0.4
CPT0236620003
Tumor
0.4
CPT0094350004
Tumor
0.3
CPT0199700003
Tumor
0.2
CPT0248330003
Tumor
0.2
CPT0223450003
Tumor
0.2
CPT0235910003
Tumor
0.2
CPT0088410003
Tumor
0.2
CPT0163740003
Tumor
0.2
CPT0008630003
Tumor
0.2
CPT0163790003
Tumor
0.2
CPT0226340003
Tumor
0.2
CPT0169740004
Normal
0.2
CPT0245060004
Tumor
0.2
CPT0245500003
Tumor
0.2
CPT0177010003
Tumor
0.2
CPT0194960003
Tumor
0.2
C3N-00295-05
Normal
0.2
CPT0244940004
Tumor
0.2
CPT0281470002
Normal
0.1
CPT0088060004
Tumor
0.1
CPT0169890003
Tumor
0.1
CPT0008520008
Tumor
0.1
CPT0245010003
Tumor
0.1
CPT0237130004
Tumor
0.1
CPT0169640003
Tumor
0.1
CPT0245550003
Tumor
0.1
CPT0194420003
Tumor
0.1
CPT0095040003
Tumor
0.1
CPT0237620004
Tumor
0.1
CPT0194250003
Tumor
0.1
CPT0162940003
Tumor
0.1
CPT0220610003
Tumor
0.1
CPT0245450003
Tumor
0.1
CPT0163840003
Tumor
0.1
CPT0162990004
Tumor
0.1
CPT0184530003
Tumor
0.1
CPT0163240003
Tumor
0.1
CPT0123180003
Tumor
0.1
CPT0199820003
Tumor
0.1
CPT0222360003
Tumor
0.1
CPT0123280003
Normal
0.1
CPT0226440003
Tumor
0.0
CPT0169730003
Tumor
0.0
CPT0008960003
Normal
0.0
CPT0011320003
Normal
0.0
CPT0226250004
Tumor
0.0
CPT0087990003
Tumor
0.0
CPT0094560004
Tumor
0.0
CPT0237480004
Tumor
0.0
CPT0245300003
Tumor
0.0
C3N-02693-06
Normal
0.0
CPT0226350003
Normal
0.0
CPT0163720003
Normal
0.0
CPT0195860003
Tumor
0.0
CPT0011290003
Tumor
0.0
CPT0245730003
Tumor
0.0
CPT0177220003
Normal
0.0
CPT0008930003
Tumor
0.0
C3N-04279-05
Normal
0.0
CPT0011130005
Tumor
0.0
CPT0163160003
Tumor
0.0
CPT0223970003
Tumor
0.0
CPT0123260003
Tumor
0.0
CPT0176770003
Tumor
0.0
CPT0163650003
Tumor
0.0
CPT0237500003
Normal
0.0
CPT0177200003
Tumor
0.0
CPT0199710003
Normal
0.0
CPT0163480003
Tumor
0.0
CPT0195700003
Normal
0.0
CPT0194800003
Normal
0.0
C3N-01758-04
Normal
0.0
CPT0245180003
Tumor
0.0
CPT0087820003
Tumor
0.0
CPT0235920003
Normal
0.0
CPT0226390003
Tumor
0.0
CPT0196060003
Normal
-0.1
CPT0088010003
Normal
-0.1
CPT0013460003
Normal
-0.1
CPT0245140003
Normal
-0.1
CPT0245190003
Normal
-0.1
CPT0163530003
Tumor
-0.1
CPT0194260003
Normal
-0.1
CPT0013000004
Tumor
-0.1
CPT0163340003
Tumor
-0.1
CPT0248520003
Tumor
-0.1
CPT0163600003
Tumor
-0.1
CPT0229220002
Normal
-0.1
CPT0195680003
Tumor
-0.1
CPT0196210003
Tumor
-0.1
CPT0163250003
Normal
-0.1
CPT0278700002
Normal
-0.1
CPT0201830004
Tumor
-0.1
CPT0235470002
Normal
-0.1
CPT0245560003
Normal
-0.1
C3N-01859-04
Normal
-0.1
CPT0190850003
Tumor
-0.1
CPT0248350003
Normal
-0.1
CPT0237150003
Normal
-0.1
CPT0220620003
Normal
-0.1
CPT0241980004
Tumor
-0.1
CPT0013430003
Tumor
-0.1
CPT0123190003
Normal
-0.1
CPT0163910003
Tumor
-0.1
CPT0163610003
Normal
-0.1
CPT0195880003
Normal
-0.1
CPT0245630003
Tumor
-0.1
CPT0223460003
Normal
-0.1
CPT0245020003
Normal
-0.1
CPT0256560003
Tumor
-0.1
CPT0177710003
Tumor
-0.1
CPT0236870003
Normal
-0.1
CPT0236850004
Tumor
-0.1
CPT0094420004
Tumor
-0.1
CPT0163860003
Normal
-0.1
CPT0013210004
Tumor
-0.1
CPT0236640003
Normal
-0.1
CPT0199830003
Normal
-0.1
CPT0199880003
Tumor
-0.1
C3N-00857-05
Normal
-0.1
CPT0163490003
Normal
-0.1
CPT0013030003
Normal
-0.1
CPT0226030003
Tumor
-0.2
CPT0163090003
Tumor
-0.2
CPT0243090003
Tumor
-0.2
CPT0196040003
Tumor
-0.2
CPT0169920003
Normal
-0.2
CPT0163430003
Normal
-0.2
CPT0207870004
Tumor
-0.2
CPT0199890003
Normal
-0.2
CPT0084630009
Tumor
-0.2
CPT0261520003
Tumor
-0.2
CPT0226450003
Normal
-0.2
CPT0024810003
Tumor
-0.2
CPT0163410003
Tumor
-0.2
CPT0245680003
Tumor
-0.2
CPT0163800003
Normal
-0.2
CPT0222180003
Tumor
-0.2
CPT0245460003
Normal
-0.2
CPT0246620003
Tumor
-0.2
CPT0226400003
Normal
-0.2
CPT0094280004
Tumor
-0.2
CPT0194790003
Tumor
-0.2
CPT0013250003
Normal
-0.2
CPT0177390003
Tumor
-0.2
C3N-01620-05
Normal
-0.2
CPT0226270003
Normal
-0.2
CPT0245130003
Tumor
-0.2
CPT0226090003
Normal
-0.2
CPT0226130003
Tumor
-0.2
CPT0013130003
Tumor
-0.2
CPT0163020003
Normal
-0.2
CPT0245410003
Normal
-0.2
CPT0094490004
Tumor
-0.2
CPT0201860004
Normal
-0.2
CPT0084650004
Normal
-0.3
CPT0127050003
Tumor
-0.3
CPT0237640003
Normal
-0.3
CPT0242000004
Normal
-0.3
CPT0245400003
Tumor
-0.3
C3N-04275-05
Normal
-0.3
CPT0190860003
Normal
-0.3
CPT0222200003
Normal
-0.3
CPT0163170003
Normal
-0.3
CPT0245230004
Tumor
-0.3
CPT0088080003
Normal
-0.3
CPT0243140004
Normal
-0.3
CPT0162890003
Tumor
-0.3
CPT0246590003
Tumor
-0.4
CPT0250310003
Tumor
-0.4
CPT0244890004
Tumor
-0.4
CPT0094580003
Normal
-0.4
C3N-04276-06
Normal
-0.4
CPT0088430003
Normal
-0.4
CPT0245350003
Tumor
-0.7
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.