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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.
FTH1 is potential prognostic, high expression is unfavorable in Head and Neck Squamous Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3031.0
Number of samples
492
Samples
Sample
Description
TPM
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
15013.8
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
14165.6
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
13545.7
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
10690.0
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
10355.2
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
9542.8
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
9491.4
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
9166.3
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
9163.0
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
9129.8
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
8926.9
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
8860.1
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
8427.2
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
8033.3
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
7585.3
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
7331.2
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
7001.8
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
6959.1
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
6936.9
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
6874.4
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
6659.7
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
6618.4
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
6559.0
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
6454.0
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
6437.8
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
6329.6
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
6296.9
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
6274.4
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
6268.1
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
6247.8
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
6203.9
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
6195.4
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
6160.0
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
6103.1
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
6082.9
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
6070.2
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
6065.1
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
6020.8
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
5915.7
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
5850.3
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
5803.2
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
5725.6
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
5551.8
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
5549.7
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
5449.7
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
5423.6
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
5372.3
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
5359.1
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
5232.7
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
5212.5
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
5198.9
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
5163.5
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
5050.9
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
5021.2
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
5008.6
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
4982.2
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
4979.1
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
4930.9
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
4829.4
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
4815.7
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
4776.8
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
4771.8
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
4757.8
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
4753.5
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
4710.0
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
4686.5
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
4679.5
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
4646.8
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
4621.1
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
4619.2
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
4612.9
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
4604.0
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
4592.8
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
4563.4
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
4531.4
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
4512.9
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
4441.2
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
4419.4
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
4389.5
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
4284.7
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
4252.6
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
4202.7
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
4192.4
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
4191.7
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
4189.3
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
4186.7
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
4176.3
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
4145.3
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
4141.6
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
4120.5
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
4119.4
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
4110.8
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
4075.3
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
4062.0
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
4039.8
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
4012.0
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
4004.3
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
3983.6
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
3950.8
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
3937.7
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
3910.4
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
3899.1
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
3889.3
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
3879.7
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
3863.5
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
3850.9
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
3837.8
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
3829.5
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
3815.0
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
3791.9
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
3772.7
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
3746.9
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
3738.0
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
3735.7
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
3714.1
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
3709.2
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
3689.2
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
3686.0
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
3654.6
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
3640.9
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
3629.6
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
3622.8
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
3620.5
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
3619.4
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
3599.1
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
3568.9
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
3537.7
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
3533.1
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
3511.5
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
3505.0
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
3502.7
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
3487.9
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
3470.0
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
3453.1
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
3450.1
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
3441.6
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
3409.3
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
3407.9
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
3402.3
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
3396.8
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
3380.0
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
3371.2
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
3363.4
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
3359.8
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
3349.3
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
3343.8
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
3330.9
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
3327.0
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
3303.3
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
3303.1
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
3297.7
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
3297.6
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
3293.4
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
3292.6
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
3290.7
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
3286.6
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
3271.8
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
3270.6
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
3258.7
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
3258.0
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
3253.1
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
3241.5
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
3228.7
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
3227.9
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
3216.1
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
3211.6
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
3209.8
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
3172.4
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
3166.7
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
3161.5
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
3150.0
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
3146.0
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
3144.2
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
3132.6
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
3128.6
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
3101.8
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
3079.7
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
3065.1
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
3063.7
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
3038.7
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
3031.6
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
3018.6
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
3016.1
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
3013.4
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
2997.0
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
2980.3
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
2964.4
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
2959.4
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
2943.7
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
2927.4
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
2926.0
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
2921.1
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
2908.8
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
2908.8
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
2901.8
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
2899.0
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
2896.8
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
2887.8
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
2886.9
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
2867.3
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
2856.0
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
2851.1
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
2840.3
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
2839.4
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
2823.0
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
2797.2
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
2796.0
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
2787.0
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
2785.9
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
2784.3
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
2772.5
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
2770.4
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
2759.3
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
2746.7
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
2745.1
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
2739.5
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
2729.0
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
2726.7
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
2718.9
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
2718.7
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
2717.2
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
2707.0
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
2706.4
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
2706.2
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
2696.4
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
2667.9
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
2666.2
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
2660.6
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
2654.6
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
2651.2
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
2643.5
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
2641.4
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
2629.1
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
2628.4
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
2620.1
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
2610.3
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
2607.6
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
2607.0
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
2606.7
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
2606.4
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
2603.8
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
2603.4
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
2583.8
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
2579.7
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
2576.2
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
2575.9
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
2571.9
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
2562.9
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
2560.0
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
2539.6
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
2537.5
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
2510.7
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
2504.0
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
2500.8
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
2500.7
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
2499.1
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
2498.9
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
2497.5
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
2489.9
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
2465.2
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
2456.2
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
2445.5
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
2442.7
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
2440.5
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
2435.9
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
2421.4
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
2415.5
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
2412.4
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
2405.3
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
2402.7
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
2402.4
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
2401.7
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
2399.3
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
2393.4
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
2386.8
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
2382.1
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
2375.3
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
2367.3
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
2343.3
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
2336.3
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
2335.2
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
2329.9
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
2323.7
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
2323.4
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
2320.2
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
2319.5
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
2307.1
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
2304.5
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
2302.5
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
2295.9
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
2286.7
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
2280.4
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
2279.6
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
2270.6
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
2265.3
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
2257.0
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
2253.2
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
2251.3
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
2248.8
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
2246.6
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
2241.6
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
2232.7
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
2224.1
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
2220.7
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
2220.1
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
2218.4
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
2218.2
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
2217.5
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
2207.7
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
2182.8
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
2176.5
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
2176.2
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
2173.2
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
2163.1
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
2158.1
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
2153.0
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
2145.8
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
2142.4
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
2138.2
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
2125.2
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
2124.6
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
2120.8
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
2120.2
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
2119.7
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
2118.9
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
2116.3
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
2115.8
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
2085.8
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
2074.3
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
2071.5
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
2071.1
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
2062.3
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
2061.2
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
2059.8
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
2058.4
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
2057.8
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
2053.2
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
2047.4
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
2045.8
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
2038.3
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
2036.7
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
2036.2
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
2033.6
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
2023.4
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
2011.6
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
2008.3
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
2006.8
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
1989.6
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
1985.0
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
1981.7
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
1979.6
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
1974.3
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
1971.9
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
1971.5
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
1970.1
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
1966.0
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
1947.5
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
1937.7
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
1928.0
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
1923.1
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
1921.2
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
1901.4
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
1895.1
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
1894.9
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
1893.7
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
1880.8
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
1879.7
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
1879.7
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
1877.8
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
1876.3
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
1871.2
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
1868.2
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
1843.9
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
1843.5
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
1841.5
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
1841.2
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
1832.9
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
1824.5
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
1823.6
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
1817.5
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
1816.9
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
1802.0
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
1787.8
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
1784.7
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
1777.7
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
1776.4
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
1774.5
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
1773.9
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
1767.4
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
1766.4
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
1766.3
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
1764.4
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
1747.0
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
1743.5
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
1735.4
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
1732.5
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
1730.5
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
1729.5
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
1715.5
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
1713.5
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
1710.6
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
1706.9
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
1703.1
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
1695.2
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
1684.5
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
1682.9
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
1661.2
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
1660.9
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
1658.0
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
1640.9
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
1635.2
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
1634.4
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
1628.1
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
1627.3
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
1619.6
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
1603.4
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
1598.7
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
1594.0
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
1581.6
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
1578.4
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
1568.5
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
1565.3
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
1548.6
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
1545.5
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
1539.3
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
1522.4
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
1515.1
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
1512.8
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
1504.4
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
1503.3
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
1496.8
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
1494.2
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
1487.1
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
1477.5
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
1476.6
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
1453.9
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
1449.9
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
1427.9
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
1416.6
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
1415.9
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
1413.3
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
1402.1
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
1377.4
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
1374.0
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
1307.3
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
1299.6
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
1277.2
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
1276.6
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
1256.7
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
1251.5
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
1250.6
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
1249.1
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
1245.1
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
1243.0
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
1210.1
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
1206.7
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
1201.0
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
1186.8
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
1154.0
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
1150.2
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
1126.0
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
1113.5
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
1103.9
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
1100.4
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
1085.5
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
1085.1
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
1074.1
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
1064.8
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
1061.4
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
1046.9
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
1031.7
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
1006.4
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
984.3
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
975.6
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
970.4
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
956.7
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
892.5
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
866.8
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
859.2
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
802.4
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
772.8
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
709.0
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
696.2
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
642.9
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
617.2
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
607.7
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
595.9
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
592.3
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
574.8
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
550.6
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
465.7
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
454.5
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0235470002
Normal
1.8
CPT0245130003
Tumor
1.4
CPT0226340003
Tumor
1.1
CPT0246620003
Tumor
1.1
CPT0237620004
Tumor
0.9
CPT0242000004
Normal
0.8
CPT0278700002
Normal
0.8
CPT0013210004
Tumor
0.8
CPT0008930003
Tumor
0.8
CPT0235920003
Normal
0.8
CPT0163490003
Normal
0.7
CPT0163530003
Tumor
0.7
CPT0013250003
Normal
0.7
CPT0169890003
Tumor
0.7
CPT0245400003
Tumor
0.7
CPT0245350003
Tumor
0.6
CPT0226440003
Tumor
0.6
CPT0245140003
Normal
0.5
C3N-04279-05
Normal
0.5
CPT0201830004
Tumor
0.5
CPT0245550003
Tumor
0.5
CPT0163250003
Normal
0.4
CPT0084650004
Normal
0.4
CPT0237150003
Normal
0.4
C3N-01758-04
Normal
0.4
CPT0207870004
Tumor
0.4
CPT0226400003
Normal
0.4
CPT0169920003
Normal
0.4
CPT0177200003
Tumor
0.4
CPT0169730003
Tumor
0.4
CPT0222360003
Tumor
0.3
CPT0245680003
Tumor
0.3
CPT0241980004
Tumor
0.3
CPT0243090003
Tumor
0.3
CPT0229220002
Normal
0.3
CPT0088410003
Tumor
0.3
CPT0024810003
Tumor
0.3
CPT0199710003
Normal
0.3
CPT0163840003
Tumor
0.3
CPT0163340003
Tumor
0.3
CPT0177390003
Tumor
0.3
CPT0226250004
Tumor
0.2
CPT0013430003
Tumor
0.2
CPT0094280004
Tumor
0.2
CPT0094560004
Tumor
0.2
CPT0194420003
Tumor
0.2
CPT0176770003
Tumor
0.2
CPT0223460003
Normal
0.2
CPT0088060004
Tumor
0.2
CPT0163740003
Tumor
0.2
CPT0236870003
Normal
0.2
CPT0226030003
Tumor
0.2
CPT0013000004
Tumor
0.2
CPT0245560003
Normal
0.2
CPT0190850003
Tumor
0.2
CPT0245190003
Normal
0.1
CPT0237640003
Normal
0.1
CPT0245020003
Normal
0.1
CPT0169640003
Tumor
0.1
CPT0244890004
Tumor
0.1
CPT0245230004
Tumor
0.1
CPT0163790003
Tumor
0.1
CPT0226390003
Tumor
0.1
CPT0235910003
Tumor
0.1
CPT0163090003
Tumor
0.1
CPT0245300003
Tumor
0.1
CPT0095040003
Tumor
0.1
CPT0199880003
Tumor
0.1
C3N-04276-06
Normal
0.1
CPT0013130003
Tumor
0.1
CPT0123260003
Tumor
0.1
CPT0094420004
Tumor
0.1
CPT0226450003
Normal
0.1
CPT0177010003
Tumor
0.1
CPT0194960003
Tumor
0.1
CPT0245730003
Tumor
0.0
CPT0226270003
Normal
0.0
CPT0162890003
Tumor
0.0
CPT0201860004
Normal
0.0
CPT0196040003
Tumor
0.0
CPT0163160003
Tumor
0.0
CPT0195680003
Tumor
0.0
CPT0163020003
Normal
0.0
CPT0127050003
Tumor
0.0
CPT0245410003
Normal
0.0
CPT0245180003
Tumor
0.0
CPT0195880003
Normal
0.0
CPT0011290003
Tumor
0.0
CPT0236640003
Normal
0.0
CPT0008630003
Tumor
0.0
CPT0123190003
Normal
0.0
CPT0194800003
Normal
0.0
CPT0199830003
Normal
0.0
CPT0195700003
Normal
0.0
CPT0226130003
Tumor
0.0
CPT0195860003
Tumor
0.0
CPT0163480003
Tumor
0.0
CPT0243140004
Normal
-0.1
CPT0220620003
Normal
-0.1
CPT0163910003
Tumor
-0.1
CPT0088430003
Normal
-0.1
CPT0163600003
Tumor
-0.1
CPT0199890003
Normal
-0.1
CPT0094350004
Tumor
-0.1
CPT0094580003
Normal
-0.1
CPT0163170003
Normal
-0.1
CPT0194260003
Normal
-0.1
CPT0184530003
Tumor
-0.1
CPT0013460003
Normal
-0.1
CPT0196060003
Normal
-0.1
CPT0261520003
Tumor
-0.1
CPT0190860003
Normal
-0.1
CPT0163430003
Normal
-0.1
CPT0245060004
Tumor
-0.2
CPT0223450003
Tumor
-0.2
CPT0013030003
Normal
-0.2
CPT0281470002
Normal
-0.2
CPT0163720003
Normal
-0.2
CPT0237500003
Normal
-0.2
CPT0169740004
Normal
-0.2
CPT0222200003
Normal
-0.2
CPT0245010003
Tumor
-0.2
CPT0196210003
Tumor
-0.2
CPT0163650003
Tumor
-0.2
CPT0123180003
Tumor
-0.2
CPT0199820003
Tumor
-0.2
CPT0245500003
Tumor
-0.2
CPT0194250003
Tumor
-0.2
CPT0011320003
Normal
-0.2
CPT0163860003
Normal
-0.2
CPT0250310003
Tumor
-0.3
CPT0226350003
Normal
-0.3
CPT0237130004
Tumor
-0.3
CPT0008960003
Normal
-0.3
CPT0177220003
Normal
-0.3
CPT0220610003
Tumor
-0.3
CPT0087820003
Tumor
-0.3
CPT0236620003
Tumor
-0.3
CPT0246670003
Tumor
-0.3
CPT0011130005
Tumor
-0.3
CPT0248330003
Tumor
-0.3
CPT0194790003
Tumor
-0.3
CPT0177710003
Tumor
-0.3
CPT0246540003
Tumor
-0.3
CPT0123280003
Normal
-0.4
C3N-04275-05
Normal
-0.4
CPT0246590003
Tumor
-0.4
CPT0248520003
Tumor
-0.4
CPT0088080003
Normal
-0.4
CPT0163800003
Normal
-0.4
CPT0236850004
Tumor
-0.4
CPT0008520008
Tumor
-0.4
CPT0162990004
Tumor
-0.4
CPT0163240003
Tumor
-0.4
CPT0248350003
Normal
-0.4
CPT0087990003
Tumor
-0.5
CPT0222180003
Tumor
-0.5
CPT0245460003
Normal
-0.5
CPT0237480004
Tumor
-0.5
C3N-01620-05
Normal
-0.5
CPT0256560003
Tumor
-0.5
CPT0223970003
Tumor
-0.6
CPT0163410003
Tumor
-0.6
CPT0094490004
Tumor
-0.6
CPT0199700003
Tumor
-0.6
CPT0245450003
Tumor
-0.7
CPT0226090003
Normal
-0.7
CPT0088010003
Normal
-0.7
CPT0244940004
Tumor
-0.7
CPT0163610003
Normal
-0.7
C3N-01859-04
Normal
-0.8
C3N-02693-06
Normal
-0.8
CPT0245630003
Tumor
-0.8
C3N-00857-05
Normal
-0.8
CPT0084630009
Tumor
-0.8
CPT0245600003
Tumor
-0.8
C3N-00295-05
Normal
-1.0
CPT0235460003
Tumor
-1.0
CPT0162940003
Tumor
-1.3
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
