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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.
MT-ND3 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4427.6
Number of samples
492
Samples
Sample
Description
TPM
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
22575.1
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
20613.8
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
18058.8
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
17139.5
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
16464.0
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
15908.5
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
14928.3
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
13750.1
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
13173.0
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
12700.4
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
12517.5
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
12373.6
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
12327.2
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
11254.5
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
11185.8
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
11177.0
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
10992.7
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
10653.4
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
10448.0
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
10287.7
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
9802.4
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
9790.4
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
9669.7
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
9587.0
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
9451.4
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
9382.0
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
9285.8
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
9017.2
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
9002.7
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
8893.6
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
8859.4
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
8825.6
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
8734.7
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
8649.9
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
8506.4
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
8302.1
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
8105.5
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
7994.5
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
7979.3
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
7931.2
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
7926.2
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
7887.8
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
7650.6
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
7649.3
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
7643.4
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
7593.2
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
7542.7
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
7481.3
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
7413.4
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
7342.6
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
7328.5
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
7325.3
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
7297.6
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
7262.7
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
7227.7
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
7210.1
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
7179.6
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
7176.6
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
7169.1
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
7111.0
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
7100.7
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
7069.2
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
7040.7
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
7040.7
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
7028.0
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
6987.6
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
6970.2
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
6890.6
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
6788.3
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
6701.4
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
6682.8
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
6668.7
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
6667.8
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
6644.2
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
6604.9
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
6556.2
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
6550.6
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
6525.4
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
6496.1
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
6470.2
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
6451.0
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
6449.2
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
6434.6
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
6417.7
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
6342.6
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
6327.7
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
6270.0
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
6256.8
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
6253.0
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
6202.2
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
6200.4
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
6194.2
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
6192.5
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
6187.9
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
6173.0
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
6119.7
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
6096.4
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
6054.2
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
6039.7
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
5960.9
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
5951.7
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
5900.7
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
5852.3
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
5833.1
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
5804.1
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
5748.8
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
5742.8
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
5729.9
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
5718.4
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
5707.0
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
5698.5
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
5693.3
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
5653.6
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
5648.1
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
5640.4
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
5636.9
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
5593.9
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
5582.4
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
5579.1
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
5562.8
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
5465.2
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
5459.2
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
5403.7
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
5392.1
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
5362.6
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
5339.8
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
5319.5
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
5263.5
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
5254.3
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
5242.0
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
5206.3
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
5194.7
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
5181.1
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
5176.8
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
5167.1
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
5165.3
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
5155.6
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
5146.8
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
5144.3
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
5138.3
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
5123.9
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
5119.6
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
5101.1
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
5087.3
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
5084.5
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
5069.1
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
5054.9
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
5006.1
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
4978.3
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
4958.4
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
4942.2
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
4941.3
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
4907.1
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
4901.2
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
4858.7
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
4857.0
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
4848.9
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
4832.1
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
4814.2
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
4804.5
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
4776.2
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
4767.7
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
4764.4
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
4760.4
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
4747.8
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
4744.9
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
4700.6
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
4697.8
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
4688.3
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
4663.3
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
4656.5
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
4650.9
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
4631.5
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
4627.0
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
4604.9
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
4582.1
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
4533.0
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
4523.2
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
4512.6
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
4512.3
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
4509.6
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
4506.6
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
4484.8
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
4472.3
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
4456.7
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
4450.7
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
4407.0
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
4401.1
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
4384.0
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
4383.2
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
4342.4
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
4327.0
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
4326.4
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
4322.4
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
4319.6
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
4300.9
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
4296.3
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
4276.7
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
4264.0
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
4261.9
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
4260.6
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
4235.7
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
4235.2
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
4226.3
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
4220.2
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
4220.2
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
4212.8
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
4204.3
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
4184.8
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
4179.7
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
4162.1
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
4156.8
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
4120.9
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
4108.0
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
4099.4
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
4091.6
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
4087.9
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
4082.9
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
4082.4
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
4064.0
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
4049.2
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
4049.2
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
4031.1
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
4024.8
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
4013.2
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
3997.1
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
3993.1
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
3990.9
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
3983.8
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
3978.2
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
3960.9
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
3960.6
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
3956.5
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
3939.9
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
3925.7
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
3900.4
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
3851.8
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
3851.6
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
3851.3
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
3819.1
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
3811.1
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
3806.8
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
3803.7
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
3779.9
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
3774.1
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
3760.4
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
3749.5
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
3748.3
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
3742.3
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
3740.6
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
3695.5
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
3691.7
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
3686.7
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
3681.3
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
3662.3
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
3643.3
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
3639.9
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
3590.4
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
3589.9
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
3558.0
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
3518.0
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
3504.1
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
3502.5
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
3499.9
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
3496.3
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
3496.1
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
3465.2
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
3461.4
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
3457.6
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
3455.1
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
3453.8
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
3446.6
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
3438.9
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
3421.7
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
3416.4
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
3413.8
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
3412.0
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
3408.9
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
3404.4
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
3392.3
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
3382.4
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
3369.5
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
3367.8
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
3365.8
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
3364.9
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
3344.8
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
3340.7
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
3339.9
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
3324.4
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
3322.3
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
3319.8
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
3306.7
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
3299.9
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
3288.6
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
3267.1
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
3265.6
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
3263.5
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
3260.0
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
3245.0
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
3242.2
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
3231.3
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
3227.6
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
3227.3
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
3226.0
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
3220.6
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
3209.8
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
3161.8
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
3153.2
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
3149.2
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
3147.7
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
3145.5
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
3125.0
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
3111.2
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
3110.9
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
3104.7
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
3099.3
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
3091.3
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
3091.1
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
3088.5
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
3079.3
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
3075.2
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
3070.7
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
3066.2
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
3063.6
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
3059.8
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
3043.7
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
3043.7
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
3037.7
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
3035.1
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
3034.6
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
3013.8
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
3013.2
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
2992.5
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
2988.4
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
2981.0
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
2978.9
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
2976.9
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
2969.6
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
2957.1
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
2938.5
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
2916.8
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
2906.8
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
2906.3
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
2896.8
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
2893.1
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
2892.3
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
2882.7
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
2873.8
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
2867.7
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
2854.2
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
2841.7
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
2823.1
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
2813.6
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
2775.3
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
2763.2
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
2755.1
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
2707.3
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
2706.3
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
2704.5
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
2698.9
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
2694.1
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
2691.9
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
2687.9
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
2686.7
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
2685.7
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
2681.4
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
2678.3
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
2673.7
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
2664.7
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
2657.1
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
2641.0
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
2633.7
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
2627.8
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
2622.2
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
2611.8
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
2605.0
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
2588.6
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
2578.2
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
2536.5
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
2525.5
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
2506.4
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
2493.1
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
2487.5
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
2487.5
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
2468.9
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
2455.6
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
2447.4
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
2436.3
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
2433.1
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
2430.2
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
2409.1
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
2406.5
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
2404.7
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
2403.7
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
2403.4
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
2402.8
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
2375.7
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
2375.4
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
2356.2
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
2353.6
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
2343.8
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
2327.5
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
2285.5
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
2281.8
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
2278.4
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
2255.5
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
2255.0
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
2252.0
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
2251.0
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
2249.5
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
2247.6
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
2247.4
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
2227.5
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
2226.2
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
2226.0
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
2217.2
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
2215.1
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
2186.9
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
2181.6
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
2173.2
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
2150.4
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
2128.1
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
2119.6
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
2103.0
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
2092.5
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
2079.5
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
2077.1
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
2066.8
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
2058.2
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
2051.5
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
2049.4
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
2037.6
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
2026.4
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
2025.7
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
1988.5
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
1981.8
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
1977.6
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
1967.1
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
1964.5
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
1939.1
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
1935.4
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
1932.1
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
1930.9
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
1906.8
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
1902.0
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
1900.0
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
1865.3
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
1860.6
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
1830.2
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
1818.4
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
1806.1
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
1802.8
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
1792.5
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
1791.8
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
1752.3
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
1744.1
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
1660.7
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
1657.4
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
1628.8
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
1573.9
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
1566.6
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
1564.5
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
1547.6
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
1539.4
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
1465.1
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
1456.4
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
1450.0
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
1447.1
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
1445.7
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
1430.5
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
1419.6
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
1384.3
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
1372.5
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
1337.0
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
1330.4
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
1324.1
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
1300.5
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
1282.2
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
1260.3
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
1239.7
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
1235.7
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
1217.4
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
1201.7
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
1088.2
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
977.8
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
969.0
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
960.2
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
953.1
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
862.1
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
782.6
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
665.1
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
215.8
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0163610003
Normal
N/A
CPT0162990004
Tumor
N/A
CPT0199710003
Normal
N/A
CPT0222180003
Tumor
N/A
CPT0245600003
Tumor
N/A
CPT0163530003
Tumor
N/A
CPT0226250004
Tumor
N/A
CPT0250310003
Tumor
N/A
CPT0087820003
Tumor
N/A
CPT0169730003
Tumor
N/A
CPT0245010003
Tumor
N/A
CPT0008630003
Tumor
N/A
CPT0163020003
Normal
N/A
CPT0163170003
Normal
N/A
CPT0011130005
Tumor
N/A
CPT0226090003
Normal
N/A
CPT0194790003
Tumor
N/A
CPT0226130003
Tumor
N/A
CPT0163650003
Tumor
N/A
CPT0094580003
Normal
N/A
CPT0245130003
Tumor
N/A
CPT0196060003
Normal
N/A
CPT0245560003
Normal
N/A
CPT0223460003
Normal
N/A
C3N-04276-06
Normal
N/A
CPT0163840003
Tumor
N/A
CPT0177220003
Normal
N/A
CPT0226450003
Normal
N/A
CPT0163410003
Tumor
N/A
CPT0244940004
Tumor
N/A
CPT0223970003
Tumor
N/A
CPT0123260003
Tumor
N/A
CPT0196210003
Tumor
N/A
CPT0199820003
Tumor
N/A
CPT0245410003
Normal
N/A
CPT0163090003
Tumor
N/A
CPT0094350004
Tumor
N/A
CPT0169920003
Normal
N/A
CPT0184530003
Tumor
N/A
CPT0194800003
Normal
N/A
CPT0088430003
Normal
N/A
CPT0235460003
Tumor
N/A
CPT0195680003
Tumor
N/A
CPT0237130004
Tumor
N/A
CPT0163790003
Tumor
N/A
CPT0245350003
Tumor
N/A
CPT0088010003
Normal
N/A
CPT0243140004
Normal
N/A
CPT0244890004
Tumor
N/A
CPT0190850003
Tumor
N/A
CPT0024810003
Tumor
N/A
CPT0245190003
Normal
N/A
C3N-01859-04
Normal
N/A
C3N-02693-06
Normal
N/A
CPT0194250003
Tumor
N/A
CPT0123280003
Normal
N/A
CPT0163800003
Normal
N/A
CPT0245630003
Tumor
N/A
CPT0084650004
Normal
N/A
CPT0226440003
Tumor
N/A
CPT0237620004
Tumor
N/A
C3N-04275-05
Normal
N/A
CPT0194960003
Tumor
N/A
CPT0222200003
Normal
N/A
CPT0248330003
Tumor
N/A
CPT0011320003
Normal
N/A
CPT0163910003
Tumor
N/A
CPT0245140003
Normal
N/A
CPT0195860003
Tumor
N/A
CPT0163740003
Tumor
N/A
CPT0236620003
Tumor
N/A
CPT0088060004
Tumor
N/A
CPT0008930003
Tumor
N/A
CPT0177390003
Tumor
N/A
CPT0163250003
Normal
N/A
CPT0094490004
Tumor
N/A
CPT0229230003
Normal
N/A
CPT0201860004
Normal
N/A
CPT0176770003
Tumor
N/A
CPT0194260003
Normal
N/A
CPT0222360003
Tumor
N/A
CPT0199830003
Normal
N/A
CPT0245680003
Tumor
N/A
CPT0162890003
Tumor
N/A
CPT0087990003
Tumor
N/A
CPT0190860003
Normal
N/A
CPT0278700002
Normal
N/A
C3N-01620-05
Normal
N/A
CPT0123190003
Normal
N/A
CPT0241980004
Tumor
N/A
CPT0194420003
Tumor
N/A
CPT0245180003
Tumor
N/A
CPT0094560004
Tumor
N/A
CPT0245460003
Normal
N/A
CPT0226270003
Normal
N/A
CPT0245500003
Tumor
N/A
CPT0236640003
Normal
N/A
CPT0243090003
Tumor
N/A
CPT0281470002
Normal
N/A
CPT0248520003
Tumor
N/A
CPT0237500003
Normal
N/A
CPT0008960003
Normal
N/A
CPT0199880003
Tumor
N/A
CPT0201830004
Tumor
N/A
C3N-00295-05
Normal
N/A
CPT0094280004
Tumor
N/A
C3N-04279-05
Normal
N/A
CPT0246540003
Tumor
N/A
CPT0162940003
Tumor
N/A
CPT0235910003
Tumor
N/A
CPT0245730003
Tumor
N/A
CPT0207870004
Tumor
N/A
CPT0245300003
Tumor
N/A
CPT0163240003
Tumor
N/A
CPT0088410003
Tumor
N/A
C3N-01758-04
Normal
N/A
CPT0220620003
Normal
N/A
CPT0195700003
Normal
N/A
CPT0013430003
Tumor
N/A
CPT0013000004
Tumor
N/A
CPT0013130003
Tumor
N/A
CPT0256560003
Tumor
N/A
CPT0196040003
Tumor
N/A
CPT0177010003
Tumor
N/A
CPT0226340003
Tumor
N/A
CPT0229220002
Normal
N/A
CPT0163430003
Normal
N/A
CPT0226400003
Normal
N/A
CPT0163860003
Normal
N/A
CPT0177200003
Tumor
N/A
CPT0163600003
Tumor
N/A
CPT0169750003
Normal
N/A
CPT0236870003
Normal
N/A
CPT0237480004
Tumor
N/A
CPT0246670003
Tumor
N/A
CPT0246590003
Tumor
N/A
CPT0237640003
Normal
N/A
CPT0084630009
Tumor
N/A
CPT0199890003
Normal
N/A
CPT0169890003
Tumor
N/A
CPT0013250003
Normal
N/A
CPT0236850004
Tumor
N/A
CPT0011290003
Tumor
N/A
CPT0169640003
Tumor
N/A
CPT0242000004
Normal
N/A
CPT0008520008
Tumor
N/A
CPT0163340003
Tumor
N/A
CPT0013210004
Tumor
N/A
C3N-00857-05
Normal
N/A
CPT0123180003
Tumor
N/A
CPT0163160003
Tumor
N/A
CPT0245020003
Normal
N/A
CPT0248350003
Normal
N/A
CPT0245450003
Tumor
N/A
CPT0163480003
Tumor
N/A
CPT0261520003
Tumor
N/A
CPT0177710003
Tumor
N/A
CPT0237150003
Normal
N/A
CPT0226390003
Tumor
N/A
CPT0127050003
Tumor
N/A
CPT0226030003
Tumor
N/A
CPT0163490003
Normal
N/A
CPT0229210003
Tumor
N/A
CPT0094420004
Tumor
N/A
CPT0246620003
Tumor
N/A
CPT0245060004
Tumor
N/A
CPT0245400003
Tumor
N/A
CPT0220610003
Tumor
N/A
CPT0245230004
Tumor
N/A
CPT0013030003
Normal
N/A
CPT0195880003
Normal
N/A
CPT0235920003
Normal
N/A
CPT0013460003
Normal
N/A
CPT0223450003
Tumor
N/A
CPT0169740004
Normal
N/A
CPT0163720003
Normal
N/A
CPT0229190003
Tumor
N/A
CPT0235470002
Normal
N/A
CPT0088080003
Normal
N/A
CPT0095040003
Tumor
N/A
CPT0199700003
Tumor
N/A
CPT0245550003
Tumor
N/A
CPT0226350003
Normal
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
