We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
COL1A1 is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average pTPM
1396.4
Number of samples
492
Samples
Sample
Description
pTPM
TCGA-IQ-A61O-01A
43 years, male, white, stage:Stage IVA, dead, 421 days
32116.2
TCGA-HD-7831-01A
74 years, male, white, stage:Stage IVA, alive, 667 days
17517.8
TCGA-CQ-6221-01A
79 years, male, white, stage:'--, alive, 1000 days
15085.1
TCGA-CN-6016-01A
64 years, male, white, stage:Stage IVA, alive, 1443 days
14713.1
TCGA-CR-7376-01A
83 years, male, white, stage:Stage III, alive, 972 days
10009.0
TCGA-CR-7386-01A
69 years, male, white, stage:Stage IVA, alive, 1430 days
9324.2
TCGA-CQ-6224-01A
52 years, male, white, stage:Stage IVA, alive, 1721 days
7976.8
TCGA-CN-6019-01A
61 years, male, white, stage:Stage IVA, alive, 1038 days
7761.1
TCGA-CR-7397-01A
44 years, male, white, stage:Stage IVA, alive, 754 days
7475.3
TCGA-CN-4728-01A
56 years, male, white, stage:Stage IVA, alive, 1724 days
7088.8
TCGA-CQ-7072-01A
51 years, male, white, stage:Stage II, alive, 2359 days
7088.7
TCGA-CV-6934-01A
66 years, female, white, stage:Stage IVA, dead, 65 days
6978.8
TCGA-CV-7103-01A
49 years, male, white, stage:Stage IVA, dead, 1591 days
6710.7
TCGA-CR-7367-01A
52 years, male, white, stage:Stage IVA, alive, 1440 days
6685.3
TCGA-UF-A7J9-01A
75 years, male, white, stage:Stage IVA, alive, 1358 days
6316.7
TCGA-CV-7435-01A
57 years, female, white, stage:Stage IVA, dead, 4680 days
6253.8
TCGA-CV-6943-01A
74 years, male, white, stage:Stage III, dead, 602 days
6065.3
TCGA-CV-5444-01A
64 years, male, black or african american, stage:Stage IVA, alive, 2437 days
5859.0
TCGA-CN-6989-01A
64 years, male, white, stage:Stage IVA, dead, 980 days
5699.1
TCGA-IQ-7631-01A
60 years, female, white, stage:Stage II, alive, 1172 days
5559.1
TCGA-CN-4740-01A
79 years, female, white, stage:Stage IVA, dead, 839 days
5498.8
TCGA-BB-8596-01A
69 years, female, white, stage:Stage IVA, alive, 2161 days
5312.6
TCGA-CV-7433-01A
49 years, male, white, stage:Stage IVA, dead, 601 days
5282.9
TCGA-CR-5247-01A
48 years, male, black or african american, stage:'--, alive, 358 days
5100.3
TCGA-CR-7382-01A
49 years, male, white, stage:Stage IVA, alive, 796 days
5059.2
TCGA-CR-6474-01A
51 years, male, white, stage:Stage IVA, dead, 564 days
4978.1
TCGA-QK-AA3K-01A
60 years, male, black or african american, stage:Stage IVA, alive, 253 days
4792.7
TCGA-BB-A5HU-01A
47 years, male, white, stage:Stage IVA, alive, 782 days
4723.0
TCGA-CV-7235-01A
67 years, male, white, stage:Stage II, alive, 2347 days
4626.1
TCGA-CQ-5334-01A
87 years, male, white, stage:Stage IVA, dead, 129 days
4598.8
TCGA-CN-5370-01A
78 years, male, white, stage:Stage III, dead, 259 days
4591.3
TCGA-CV-7178-01A
64 years, female, white, stage:Stage IVA, dead, 2166 days
4577.1
TCGA-UF-A7JJ-01A
68 years, male, stage:Stage IVA, alive, 549 days
4527.8
TCGA-CN-5361-01A
80 years, male, white, stage:Stage IVA, dead, 2120 days
4496.9
TCGA-UF-A7JD-01A
71 years, male, stage:Stage IVA, dead, 739 days
4477.0
TCGA-D6-A6EP-01A
62 years, male, white, stage:Stage III, alive, 424 days
4440.7
TCGA-BA-A8YP-01A
50 years, male, black or african american, stage:Stage IVB, alive, 499 days
4391.9
TCGA-CV-7177-01A
82 years, female, white, stage:Stage II, dead, 663 days
4232.1
TCGA-CV-A464-01A
48 years, male, white, stage:Stage III, alive, 1722 days
4177.0
TCGA-CN-5358-01A
60 years, male, white, stage:Stage II, dead, 261 days
4164.9
TCGA-CV-7416-01A
29 years, female, white, stage:Stage IVA, dead, 763 days
4127.9
TCGA-HD-7754-01A
69 years, male, white, stage:Stage IVA, alive, 783 days
4115.9
TCGA-CQ-5330-01A
69 years, female, white, stage:Stage IVA, alive, 1897 days
3865.3
TCGA-P3-A6T8-01A
54 years, male, white, stage:Stage IVA, alive, 400 days
3840.5
TCGA-CN-A63V-01A
59 years, male, white, stage:Stage IVA, alive, 679 days
3740.5
TCGA-BA-4078-01A
83 years, male, white, stage:'--, dead, 276 days
3736.5
TCGA-CR-7401-01A
64 years, male, white, stage:Stage I, alive, 1077 days
3628.6
TCGA-CV-6941-01A
51 years, male, white, stage:Stage III, dead, 342 days
3626.8
TCGA-CN-5359-01A
59 years, male, white, stage:Stage IVA, dead, 377 days
3576.7
TCGA-CN-6018-01A
85 years, female, white, stage:Stage IVA, dead, 580 days
3513.2
TCGA-CN-6994-01A
67 years, male, white, stage:Stage IVA, alive, 1183 days
3512.4
TCGA-CV-7090-01A
39 years, male, white, stage:Stage II, alive, 5252 days
3439.7
TCGA-CV-5978-01A
53 years, female, black or african american, stage:Stage IVB, dead, 215 days
3393.6
TCGA-4P-AA8J-01A
66 years, male, black or african american, stage:Stage IVA, alive, 102 days
3345.5
TCGA-CN-4742-01A
48 years, female, white, stage:Stage IVA, dead, 397 days
3312.2
TCGA-BA-A6DG-01A
49 years, male, white, stage:'--, dead, 69 days
3307.1
TCGA-BA-5557-01A
41 years, female, stage:Stage III, alive, 623 days
3249.6
TCGA-T3-A92M-01A
52 years, male, black or african american, stage:Stage IVA, alive, 417 days
3189.7
TCGA-CX-7219-01A
47 years, male, black or african american, stage:Stage IVA, alive, 1045 days
3153.8
TCGA-CN-4737-01A
19 years, male, white, stage:Stage IVA, alive, 625 days
3081.4
TCGA-D6-6515-01A
82 years, female, white, stage:Stage II, dead, 403 days
3029.4
TCGA-CN-5355-01A
64 years, male, black or african american, stage:Stage IVA, alive, 1278 days
2983.0
TCGA-CN-6022-01A
49 years, male, white, stage:Stage IVA, dead, 281 days
2965.8
TCGA-CR-7380-01A
58 years, male, white, stage:Stage IVB, dead, 606 days
2908.9
TCGA-CR-7379-01A
78 years, female, white, stage:Stage IVA, alive, 1036 days
2896.4
TCGA-CX-7085-01A
77 years, female, white, stage:Stage I, alive, 321 days
2802.5
TCGA-CV-7413-01A
74 years, female, white, stage:Stage II, dead, 294 days
2774.9
TCGA-CV-5434-01A
60 years, male, black or african american, stage:Stage IVA, dead, 3314 days
2750.1
TCGA-CV-7102-01A
76 years, female, white, stage:Stage IVA, dead, 56 days
2737.5
TCGA-CR-7383-01A
79 years, female, white, stage:Stage I, dead, 521 days
2709.8
TCGA-CQ-A4C7-01A
88 years, male, white, stage:Stage III, dead, 353 days
2701.8
TCGA-H7-A76A-01A
57 years, male, white, stage:'--, alive, 637 days
2694.4
TCGA-CR-6484-01A
67 years, female, asian, stage:Stage IVA, alive, 354 days
2673.8
TCGA-CR-7365-01A
60 years, male, white, stage:Stage IVA, alive, 1191 days
2640.4
TCGA-CV-6950-01A
64 years, male, white, stage:Stage IVA, dead, 459 days
2627.6
TCGA-CV-7568-01A
48 years, female, white, stage:Stage IVA, dead, 927 days
2594.4
TCGA-CR-7372-01A
45 years, male, white, stage:Stage I, alive, 759 days
2571.1
TCGA-BA-6871-01A
75 years, male, white, stage:'--, dead, 108 days
2546.1
TCGA-CV-7424-01A
67 years, male, asian, stage:Stage IVA, dead, 453 days
2505.4
TCGA-UF-A7JH-01A
59 years, male, black or african american, stage:Stage IVA, alive, 896 days
2490.4
TCGA-UF-A7JA-01A
66 years, female, white, stage:Stage IVA, alive, 2265 days
2482.9
TCGA-CN-5373-01A
55 years, female, white, stage:Stage I, alive, 1584 days
2474.6
TCGA-CR-7377-01A
58 years, male, white, stage:Stage IVA, dead, 279 days
2471.3
TCGA-CR-7390-01A
67 years, male, white, stage:Stage IVA, alive, 1508 days
2434.6
TCGA-CV-7263-01A
64 years, male, black or african american, stage:Stage II, dead, 560 days
2389.4
TCGA-P3-A5Q6-01A
49 years, male, white, stage:Stage IVA, dead, 480 days
2384.0
TCGA-CV-7100-01A
66 years, male, white, stage:Stage III, dead, 274 days
2375.5
TCGA-CV-7414-01A
78 years, male, white, stage:Stage IVA, dead, 14 days
2307.3
TCGA-CV-7406-01A
49 years, male, white, stage:Stage II, dead, 1748 days
2239.1
TCGA-UF-A71A-01A
67 years, male, white, stage:Stage IVA, dead, 86 days
2236.2
TCGA-CR-7392-01A
67 years, female, white, stage:Stage IVA, alive, 1425 days
2229.6
TCGA-CV-7254-01A
55 years, male, white, stage:Stage II, dead, 1459 days
2215.2
TCGA-CR-7398-01A
53 years, female, white, stage:Stage II, alive, 156 days
2175.9
TCGA-CV-6935-01A
67 years, male, white, stage:Stage IVA, dead, 295 days
2153.1
TCGA-WA-A7H4-01A
69 years, male, white, stage:Stage II, alive, 443 days
2140.4
TCGA-CN-5366-01A
51 years, male, white, stage:Stage IVA, dead, 360 days
2118.2
TCGA-CV-5431-01A
73 years, male, white, stage:Stage IVA, dead, 522 days
2064.5
TCGA-CV-7410-01A
61 years, male, white, stage:Stage III, dead, 6417 days
2033.7
TCGA-CR-6477-01A
56 years, female, white, stage:'--, alive, 514 days
2019.9
TCGA-CQ-A4CB-01A
59 years, male, stage:Stage III, alive, 893 days
1971.5
TCGA-CN-6024-01A
66 years, male, white, stage:Stage IVA, dead, 337 days
1952.4
TCGA-CV-5971-01A
60 years, male, white, stage:Stage IVA, alive, 701 days
1926.6
TCGA-CN-A49A-01A
60 years, male, white, stage:Stage IVB, dead, 526 days
1891.8
TCGA-CN-4736-01A
70 years, female, white, stage:'--, dead, 395 days
1862.4
TCGA-CV-7236-01A
77 years, female, white, stage:Stage IVA, dead, 144 days
1856.7
TCGA-CV-A468-01A
42 years, male, stage:Stage IVA, dead, 464 days
1832.2
TCGA-CV-7097-01A
53 years, male, white, stage:Stage II, dead, 385 days
1772.7
TCGA-CN-6020-01A
58 years, male, black or african american, stage:Stage III, dead, 205 days
1753.5
TCGA-CN-6017-01A
55 years, male, white, stage:Stage IVA, dead, 853 days
1742.0
TCGA-CV-A6JZ-01A
68 years, male, white, stage:Stage II, alive, 714 days
1718.3
TCGA-CV-7261-01A
57 years, male, white, stage:Stage IVA, alive, 1512 days
1694.4
TCGA-CV-7415-01A
60 years, male, white, stage:Stage IVA, dead, 695 days
1677.3
TCGA-RS-A6TO-01A
82 years, female, white, stage:Stage IVA, dead, 387 days
1659.3
TCGA-IQ-A61J-01A
54 years, male, white, stage:Stage IVA, alive, 1021 days
1659.0
TCGA-CV-7245-01A
62 years, male, white, stage:Stage IVA, alive, 797 days
1646.9
TCGA-CV-6937-01A
71 years, male, white, stage:Stage II, dead, 624 days
1644.6
TCGA-CV-A45Y-01A
61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days
1626.9
TCGA-CV-A6JT-01A
65 years, male, white, stage:Stage II, alive, 852 days
1613.2
TCGA-CR-5243-01A
51 years, male, white, stage:'--, alive, 2562 days
1609.1
TCGA-T2-A6X2-01A
82 years, male, white, stage:Stage III, alive, 987 days
1526.6
TCGA-CN-4723-01A
67 years, male, white, stage:Stage IVA, alive, 1699 days
1524.9
TCGA-CV-6940-01A
80 years, female, white, stage:Stage III, dead, 804 days
1507.8
TCGA-CV-7104-01A
61 years, female, white, stage:Stage IVA, dead, 393 days
1505.3
TCGA-CR-6488-01A
68 years, female, white, stage:Stage II, alive, 379 days
1502.8
TCGA-CV-7091-01A
54 years, male, white, stage:Stage I, alive, 3381 days
1492.4
TCGA-CQ-A4CI-01A
73 years, male, white, stage:Stage III, alive, 950 days
1480.1
TCGA-CV-6933-01A
53 years, male, white, stage:Stage III, dead, 2741 days
1463.1
TCGA-HD-7753-01A
62 years, male, black or african american, stage:Stage I, alive, 866 days
1454.2
TCGA-CR-6470-01A
38 years, male, white, stage:Stage II, alive, 1521 days
1445.1
TCGA-WA-A7GZ-01A
58 years, male, white, stage:'--, dead, 625 days
1442.5
TCGA-CN-5363-01A
48 years, male, black or african american, stage:Stage IVB, dead, 253 days
1438.0
TCGA-CV-7438-01A
87 years, female, white, stage:Stage I, dead, 194 days
1423.9
TCGA-BA-6872-01A
47 years, male, white, stage:'--, dead, 384 days
1418.0
TCGA-CR-6471-01A
58 years, male, white, stage:Stage IVA, dead, 1202 days
1409.0
TCGA-CN-5356-01A
56 years, male, white, stage:Stage III, alive, 1409 days
1406.6
TCGA-P3-A5QA-01A
41 years, male, stage:Stage I, alive, 2182 days
1378.6
TCGA-CV-5970-01A
59 years, male, white, stage:Stage IVA, dead, 406 days
1377.1
TCGA-CV-5435-01A
57 years, male, white, stage:Stage IVA, dead, 2319 days
1375.0
TCGA-BA-5559-01A
71 years, male, white, stage:'--, dead, 2083 days
1373.2
TCGA-CR-7394-01A
70 years, male, white, stage:Stage IVA, alive, 1346 days
1356.9
TCGA-BB-A6UO-01A
61 years, female, white, stage:Stage IVA, dead, 268 days
1330.0
TCGA-CQ-6219-01A
50 years, female, white, stage:Stage IVA, dead, 479 days
1325.6
TCGA-DQ-5631-01A
52 years, male, white, stage:'--, dead, 548 days
1319.8
TCGA-CX-7082-01A
82 years, male, white, stage:Stage IVA, dead, 11 days
1306.1
TCGA-CR-7395-01A
80 years, female, white, stage:Stage II, alive, 930 days
1300.3
TCGA-CN-4731-01A
63 years, female, white, stage:Stage IVA, dead, 998 days
1297.5
TCGA-H7-8502-01A
50 years, male, white, stage:Stage IVA, alive, 458 days
1280.7
TCGA-CV-7429-01A
55 years, male, white, stage:Stage IVA, dead, 107 days
1275.1
TCGA-CV-7421-01A
76 years, male, white, stage:Stage IVA, dead, 2 days
1264.2
TCGA-CN-4734-01A
70 years, male, white, stage:Stage II, alive, 1690 days
1251.7
TCGA-DQ-7592-01A
57 years, male, american indian or alaska native, stage:'--, alive, 1143 days
1245.8
TCGA-D6-6824-01A
61 years, male, white, stage:Stage IVA, alive, 77 days
1243.1
TCGA-CQ-5329-01A
46 years, female, white, stage:Stage II, alive, 2143 days
1242.4
TCGA-CN-6997-01A
66 years, male, white, stage:Stage IVA, dead, 988 days
1242.2
TCGA-CQ-7069-01A
77 years, female, white, stage:Stage II, alive, 1274 days
1240.4
TCGA-F7-8298-01A
58 years, male, white, stage:Stage I, alive, 995 days
1238.7
TCGA-CV-A6JD-01A
82 years, female, white, stage:'--, dead, 182 days
1237.7
TCGA-CV-5976-01A
50 years, male, white, stage:Stage IVA, alive, 1478 days
1237.3
TCGA-IQ-7630-01A
49 years, male, white, stage:Stage II, alive, 485 days
1231.3
TCGA-QK-A6VB-01A
66 years, male, white, stage:Stage IVA, alive, 641 days
1180.7
TCGA-CQ-5325-01A
65 years, male, white, stage:Stage I, dead, 654 days
1172.1
TCGA-CQ-A4CG-01A
78 years, female, white, stage:Stage III, dead, 430 days
1166.7
TCGA-CV-6961-01A
61 years, male, white, stage:Stage II, dead, 76 days
1166.0
TCGA-CQ-5332-01A
87 years, male, white, stage:Stage III, dead, 317 days
1157.3
TCGA-CN-4733-01A
61 years, male, white, stage:Stage III, alive, 1586 days
1133.7
TCGA-CQ-6227-01A
77 years, male, white, stage:Stage IVA, dead, 129 days
1127.5
TCGA-BA-7269-01A
61 years, male, white, stage:Stage III, alive, 1273 days
1111.9
TCGA-CR-7371-01A
45 years, female, white, stage:Stage III, dead, 94 days
1080.6
TCGA-D6-8569-01A
52 years, male, white, stage:Stage II, alive, 770 days
1077.1
TCGA-CQ-A4C9-01A
56 years, male, stage:Stage III, alive, 707 days
1066.7
TCGA-UF-A718-01A
62 years, male, white, stage:Stage IVA, alive, 1971 days
1066.5
TCGA-CN-5364-01A
55 years, male, white, stage:Stage IVA, dead, 493 days
1058.0
TCGA-D6-8568-01A
62 years, male, white, stage:Stage II, alive, 759 days
1056.1
TCGA-UF-A71B-01A
50 years, male, white, stage:Stage IVA, alive, 1506 days
1050.0
TCGA-CN-4726-01A
68 years, male, white, stage:Stage IVA, dead, 142 days
1049.2
TCGA-D6-A6EQ-01A
57 years, male, white, stage:Stage IVA, alive, 368 days
1036.5
TCGA-CR-7391-01A
36 years, female, white, stage:Stage I, alive, 913 days
1035.5
TCGA-CV-5441-01A
58 years, male, white, stage:Stage IVA, alive, 2886 days
1030.3
TCGA-CR-7388-01A
70 years, female, white, stage:'--, dead, 823 days
1030.0
TCGA-CR-7369-01A
59 years, male, white, stage:Stage IVA, dead, 1090 days
996.3
TCGA-CV-7247-01A
55 years, male, white, stage:Stage III, dead, 577 days
992.6
TCGA-DQ-5629-01A
64 years, male, white, stage:'--, dead, 941 days
981.6
TCGA-BA-6873-01A
28 years, male, white, stage:Stage IVA, alive, 122 days
978.7
TCGA-CV-7252-01A
62 years, female, black or african american, stage:Stage IVA, dead, 151 days
973.8
TCGA-DQ-5624-01A
43 years, female, white, stage:'--, alive, 1778 days
962.6
TCGA-DQ-5630-01A
73 years, male, white, stage:'--, alive, 1030 days
961.2
TCGA-CV-A460-01A
72 years, male, white, stage:'--, dead, 1838 days
958.9
TCGA-CN-A497-01A
63 years, male, stage:Stage III, alive, 1065 days
952.2
TCGA-HD-A4C1-01A
41 years, female, black or african american, stage:Stage IVA, alive, 11 days
950.5
TCGA-CV-7423-01A
65 years, male, white, stage:Stage II, dead, 3059 days
947.4
TCGA-CV-A45V-01A
87 years, female, white, stage:Stage IVA, dead, 32 days
937.4
TCGA-CR-7393-01A
26 years, male, white, stage:Stage III, alive, 993 days
933.9
TCGA-CR-7370-01A
72 years, female, white, stage:'--, alive, 105 days
927.8
TCGA-CN-4727-01A
56 years, male, white, stage:Stage IVA, alive, 1560 days
926.3
TCGA-CR-6472-01A
59 years, male, white, stage:'--, alive, 1050 days
923.1
TCGA-CQ-5324-01A
59 years, male, white, stage:Stage III, alive, 1593 days
913.9
TCGA-CV-7411-01A
64 years, female, white, stage:Stage IVA, dead, 2717 days
879.5
TCGA-CV-7248-01A
63 years, female, black or african american, stage:Stage IVA, dead, 521 days
868.5
TCGA-D6-6825-01A
73 years, male, white, stage:Stage I, alive, 491 days
850.4
TCGA-CR-7389-01A
55 years, male, black or african american, stage:'--, alive, 392 days
848.3
TCGA-CV-6954-01A
59 years, male, black or african american, stage:Stage IVA, dead, 2002 days
846.4
TCGA-P3-A6SX-01A
67 years, male, white, stage:Stage III, dead, 1430 days
843.1
TCGA-CN-4729-01A
73 years, male, white, stage:Stage III, alive, 392 days
841.3
TCGA-MT-A7BN-01A
74 years, male, white, stage:Stage IVA, alive, 469 days
839.7
TCGA-QK-A8ZB-01A
68 years, male, black or african american, stage:Stage IVA, alive, 542 days
832.3
TCGA-CV-7183-01A
53 years, male, white, stage:Stage II, alive, 3981 days
823.0
TCGA-CN-5369-01A
90 years, female, white, stage:Stage IVA, dead, 1 days
818.3
TCGA-P3-A6T2-01A
45 years, male, white, stage:Stage IVA, alive, 2298 days
799.5
TCGA-CV-6942-01A
73 years, female, white, stage:Stage II, alive, 4282 days
785.9
TCGA-HD-7832-01A
52 years, male, white, stage:Stage IVA, alive, 836 days
783.5
TCGA-CQ-A4C6-01A
63 years, male, asian, stage:Stage II, alive, 1353 days
783.3
TCGA-CV-A45R-01A
46 years, male, white, stage:Stage III, alive, 5480 days
781.7
TCGA-MT-A51X-01A
30 years, male, white, stage:Stage IVA, alive, 242 days
781.5
TCGA-CV-5436-01A
65 years, male, stage:Stage IVA, dead, 584 days
774.8
TCGA-MT-A67D-01A
55 years, male, white, stage:Stage II, alive, 56 days
765.8
TCGA-HD-8224-01A
63 years, male, white, stage:Stage IVA, dead, 446 days
762.8
TCGA-CV-7422-01A
60 years, female, white, stage:Stage IVA, dead, 1037 days
759.2
TCGA-D6-6826-01A
64 years, female, white, stage:Stage IVA, dead, 348 days
751.8
TCGA-CN-6011-01A
57 years, male, white, stage:Stage IVA, alive, 933 days
745.6
TCGA-CV-6945-01A
41 years, male, white, stage:Stage IVA, dead, 366 days
737.0
TCGA-CQ-6218-01A
52 years, female, white, stage:Stage IVA, alive, 1253 days
736.7
TCGA-CR-5250-01A
71 years, male, white, stage:'--, alive, 799 days
735.1
TCGA-P3-A6T0-01A
47 years, female, white, stage:Stage IVA, alive, 578 days
732.4
TCGA-CN-6010-01A
53 years, male, white, stage:Stage IVA, alive, 1523 days
732.0
TCGA-BA-A4II-01A
46 years, male, white, stage:Stage II, alive, 918 days
729.2
TCGA-CN-5367-01A
60 years, female, white, stage:Stage IVA, dead, 352 days
725.4
TCGA-QK-A64Z-01A
79 years, female, white, stage:Stage IVA, dead, 641 days
721.4
TCGA-BA-A4IF-01A
59 years, male, white, stage:'--, alive, 895 days
720.0
TCGA-CV-7446-01A
66 years, male, white, stage:Stage IVA, dead, 1093 days
717.5
TCGA-P3-A6T5-01A
79 years, female, white, stage:Stage IVA, dead, 882 days
712.9
TCGA-CQ-A4CH-01A
58 years, male, asian, stage:Stage II, dead, 379 days
699.9
TCGA-BB-A5HY-01A
64 years, male, white, stage:Stage IVA, dead, 321 days
672.6
TCGA-CQ-5326-01A
67 years, male, white, stage:Stage IVA, dead, 89 days
670.9
TCGA-CQ-6228-01A
71 years, female, white, stage:Stage IVA, dead, 456 days
661.4
TCGA-HD-A6HZ-01A
79 years, female, white, stage:Stage III, alive, 111 days
658.7
TCGA-UP-A6WW-01A
58 years, male, white, stage:'--, alive, 518 days
655.1
TCGA-CX-A4AQ-01A
56 years, male, white, stage:Stage IVA, alive, 1555 days
653.7
TCGA-QK-A6IH-01A
65 years, female, white, stage:Stage IVB, alive, 653 days
650.5
TCGA-F7-8489-01A
48 years, male, white, stage:Stage II, alive, 658 days
650.1
TCGA-CV-6936-01A
68 years, male, white, stage:Stage IVA, dead, 166 days
648.6
TCGA-UF-A7JV-01A
62 years, female, white, stage:Stage IVA, dead, 90 days
646.5
TCGA-UF-A7JT-01A
72 years, female, white, stage:Stage IVA, dead, 993 days
645.8
TCGA-CQ-6229-01A
61 years, male, white, stage:Stage II, alive, 1179 days
645.1
TCGA-CV-6939-01A
60 years, male, white, stage:Stage IVA, dead, 666 days
641.2
TCGA-CV-7238-01A
69 years, female, white, stage:Stage II, alive, 2727 days
640.1
TCGA-CV-6951-01A
57 years, male, white, stage:Stage IVA, dead, 915 days
639.1
TCGA-D6-A4Z9-01A
59 years, male, white, stage:Stage IVA, alive, 539 days
638.1
TCGA-P3-A6T7-01A
55 years, male, white, stage:Stage IVA, dead, 487 days
632.8
TCGA-CN-6992-01A
61 years, male, white, stage:Stage IVA, alive, 1066 days
625.4
TCGA-BA-A6DD-01A
44 years, male, black or african american, stage:Stage IVA, dead, 173 days
624.8
TCGA-CQ-7071-01A
76 years, female, white, stage:Stage III, alive, 1311 days
608.5
TCGA-CV-6960-01A
49 years, male, black or african american, stage:Stage III, dead, 862 days
607.2
TCGA-CN-4735-01A
52 years, male, white, stage:Stage IVA, alive, 1737 days
602.3
TCGA-QK-A6VC-01A
62 years, female, black or african american, stage:Stage IVA, alive, 600 days
601.7
TCGA-HD-8635-01A
61 years, female, white, stage:Stage III, alive, 695 days
600.1
TCGA-CN-4722-01A
61 years, female, white, stage:Stage II, alive, 1483 days
594.8
TCGA-D6-A74Q-01A
67 years, male, white, stage:Stage IVA, alive, 710 days
593.0
TCGA-CV-6959-01A
48 years, male, white, stage:Stage III, dead, 256 days
588.0
TCGA-HD-A633-01A
74 years, male, white, stage:Stage IVA, alive, 421 days
587.9
TCGA-HD-8314-01A
58 years, male, white, stage:Stage III, alive, 670 days
583.8
TCGA-F7-7848-01A
47 years, male, white, stage:Stage IVA, alive, 1131 days
582.3
TCGA-BB-A5HZ-01A
65 years, male, white, stage:Stage IVA, alive, 827 days
580.9
TCGA-CV-A6JE-01A
78 years, male, white, stage:'--, alive, 1075 days
577.1
TCGA-CV-7095-01A
87 years, female, stage:Stage II, dead, 572 days
570.2
TCGA-QK-A652-01A
60 years, male, white, stage:Stage III, alive, 645 days
569.5
TCGA-CN-6996-01A
58 years, female, white, stage:Stage IVA, dead, 530 days
566.7
TCGA-BA-5151-01A
72 years, male, white, stage:Stage IVA, alive, 722 days
563.6
TCGA-D6-6517-01A
59 years, male, white, stage:Stage III, alive, 292 days
560.1
TCGA-CR-6478-01A
66 years, female, white, stage:'--, dead, 183 days
557.8
TCGA-CV-5979-01A
26 years, male, white, stage:Stage IVA, alive, 1315 days
554.8
TCGA-BA-4074-01A
69 years, male, white, stage:Stage IVA, dead, 462 days
544.5
TCGA-UF-A7JO-01A
79 years, female, white, stage:Stage IVA, dead, 631 days
535.4
TCGA-QK-A8Z7-01A
59 years, male, black or african american, stage:Stage IVA, alive, 392 days
532.2
TCGA-CV-5432-01A
68 years, male, white, stage:Stage III, alive, 3930 days
530.4
TCGA-CR-6482-01A
62 years, male, black or african american, stage:'--, alive, 345 days
528.0
TCGA-CV-6962-01A
65 years, male, white, stage:Stage IVA, dead, 126 days
524.1
TCGA-P3-A6T4-01A
54 years, male, white, stage:Stage IVA, dead, 62 days
522.8
TCGA-CR-7364-01A
66 years, male, white, stage:Stage III, alive, 1435 days
517.0
TCGA-CV-5966-01A
63 years, female, white, stage:Stage IVA, dead, 545 days
513.5
TCGA-IQ-A6SG-01A
61 years, female, white, stage:Stage III, alive, 579 days
506.1
TCGA-IQ-A61E-01A
55 years, female, white, stage:Stage III, alive, 1147 days
497.6
TCGA-CV-7434-01A
64 years, male, white, stage:Stage IVA, dead, 218 days
494.3
TCGA-CN-4741-01A
75 years, male, white, stage:Stage IVA, alive, 2239 days
487.7
TCGA-CV-A45U-01A
59 years, male, white, stage:Stage IVA, dead, 1079 days
486.7
TCGA-DQ-5625-01A
52 years, female, white, stage:'--, dead, 1133 days
485.7
TCGA-HL-7533-01A
65 years, male, white, stage:'--, alive, 1057 days
481.7
TCGA-BB-4228-01A
50 years, male, white, stage:Stage III, alive, 559 days
477.2
TCGA-CQ-5323-01A
82 years, male, white, stage:Stage I, alive, 1466 days
474.8
TCGA-IQ-A61H-01A
76 years, male, white, stage:Stage II, alive, 1138 days
470.7
TCGA-CV-A6JU-01A
61 years, female, white, stage:Stage IVB, alive, 110 days
461.6
TCGA-CV-7440-01A
38 years, male, white, stage:Stage II, dead, 675 days
458.6
TCGA-CN-6013-01A
56 years, male, white, stage:Stage IVA, dead, 727 days
455.4
TCGA-BB-4223-01A
48 years, male, white, stage:Stage IVA, alive, 3221 days
451.8
TCGA-CV-7101-01A
80 years, male, white, stage:Stage II, dead, 160 days
443.9
TCGA-BA-A6D8-01A
59 years, male, black or african american, stage:Stage IVA, alive, 850 days
440.7
TCGA-BA-A6DB-01A
24 years, female, white, stage:Stage I, alive, 216 days
439.1
TCGA-CN-6995-01A
78 years, male, white, stage:Stage IVA, dead, 112 days
436.5
TCGA-D6-A4ZB-01A
61 years, male, white, stage:Stage III, alive, 376 days
433.8
TCGA-CQ-5331-01A
73 years, female, white, stage:'--, alive, 1399 days
429.8
TCGA-F7-A50I-01A
72 years, male, white, stage:Stage IVA, alive, 92 days
428.9
TCGA-CN-6012-01A
66 years, male, white, stage:Stage IVA, alive, 1460 days
427.8
TCGA-CR-6491-01A
60 years, male, black or african american, stage:Stage IVA, alive, 693 days
427.1
TCGA-QK-A6IG-01A
69 years, male, white, stage:Stage III, dead, 222 days
423.0
TCGA-T3-A92N-01A
79 years, male, black or african american, stage:Stage IVA, dead, 95 days
422.5
TCGA-BA-5558-01A
65 years, male, white, stage:'--, alive, 1995 days
418.9
TCGA-CN-A642-01A
57 years, male, white, stage:Stage IVB, dead, 82 days
413.5
TCGA-BA-5152-01A
56 years, male, white, stage:Stage IVA, alive, 1288 days
394.8
TCGA-CR-6467-01A
59 years, male, white, stage:Stage III, alive, 1777 days
394.5
TCGA-D6-6823-01A
50 years, male, white, stage:Stage II, alive, 701 days
393.4
TCGA-CQ-A4CD-01A
69 years, male, white, stage:Stage IVA, alive, 1022 days
392.0
TCGA-CV-5430-01A
61 years, male, white, stage:Stage IVA, alive, 4241 days
387.8
TCGA-CR-7402-01A
68 years, male, white, stage:'--, alive, 911 days
387.4
TCGA-UF-A7JK-01A
59 years, male, stage:Stage IVA, dead, 424 days
380.7
TCGA-CN-6988-01A
47 years, male, white, stage:Stage IVA, alive, 318 days
377.3
TCGA-P3-A6SW-01A
50 years, male, white, stage:Stage IVB, alive, 1120 days
374.7
TCGA-P3-A6T3-01A
49 years, male, white, stage:Stage IVA, dead, 577 days
373.2
TCGA-CR-7373-01A
66 years, male, white, stage:Stage IVA, alive, 889 days
369.3
TCGA-UF-A7JC-01A
42 years, male, white, stage:Stage IVA, dead, 546 days
367.5
TCGA-BA-5153-01A
51 years, male, white, stage:'--, dead, 1762 days
365.1
TCGA-F7-A50G-01A
66 years, male, white, stage:Stage III, alive, 616 days
364.3
TCGA-CR-6492-01A
78 years, male, white, stage:Stage III, alive, 479 days
362.0
TCGA-T2-A6X0-01A
49 years, male, white, stage:'--, alive, 216 days
361.5
TCGA-CV-A45W-01A
75 years, male, white, stage:Stage II, dead, 1398 days
360.3
TCGA-BA-5556-01A
58 years, female, white, stage:Stage II, alive, 725 days
359.4
TCGA-CV-A45T-01A
64 years, female, white, stage:'--, dead, 4856 days
354.6
TCGA-CN-A49B-01A
71 years, male, white, stage:Stage III, alive, 904 days
353.4
TCGA-CV-5443-01A
63 years, male, black or african american, stage:Stage III, alive, 2784 days
352.7
TCGA-CV-5977-01A
66 years, male, white, stage:Stage IVA, alive, 1840 days
342.9
TCGA-CQ-7063-01A
59 years, female, white, stage:Stage I, alive, 2133 days
339.3
TCGA-CQ-5333-01A
74 years, male, white, stage:Stage II, dead, 341 days
338.1
TCGA-IQ-A6SH-01A
55 years, male, black or african american, stage:Stage III, alive, 471 days
337.7
TCGA-CV-5440-01A
52 years, male, white, stage:Stage IVA, alive, 3270 days
336.7
TCGA-CN-4739-01A
71 years, male, white, stage:Stage IVA, dead, 1394 days
333.6
TCGA-D6-6516-01A
69 years, male, white, stage:Stage I, alive, 773 days
332.5
TCGA-CV-7428-01A
47 years, male, white, stage:Stage IVA, dead, 1671 days
331.2
TCGA-CR-6481-01A
47 years, male, white, stage:'--, alive, 311 days
329.3
TCGA-CV-7437-01A
77 years, male, stage:Stage II, dead, 506 days
327.1
TCGA-CV-6948-01A
79 years, female, white, stage:Stage IVB, dead, 1289 days
326.3
TCGA-CN-4738-01A
53 years, male, white, stage:Stage IVA, dead, 436 days
326.1
TCGA-CR-7404-01A
53 years, male, white, stage:'--, alive, 1472 days
324.3
TCGA-CN-5360-01A
68 years, male, white, stage:Stage IVA, alive, 2169 days
324.1
TCGA-CR-7368-01A
54 years, male, white, stage:Stage IVA, alive, 1245 days
322.5
TCGA-F7-A50J-01A
67 years, female, white, stage:Stage III, alive, 947 days
321.7
TCGA-CR-6473-01A
68 years, male, white, stage:'--, alive, 1125 days
316.6
TCGA-BA-A4IH-01A
57 years, male, white, stage:'--, alive, 622 days
315.6
TCGA-CR-6487-01A
50 years, male, white, stage:Stage I, alive, 234 days
313.5
TCGA-CR-5249-01A
35 years, female, white, stage:Stage II, alive, 1152 days
311.5
TCGA-CV-A6K2-01A
79 years, male, white, stage:Stage IVA, dead, 317 days
304.3
TCGA-CQ-5327-01A
61 years, female, asian, stage:Stage IVA, alive, 1660 days
302.3
TCGA-CV-A45Z-01A
75 years, male, white, stage:'--, dead, 1466 days
296.0
TCGA-CN-6021-01A
63 years, female, white, stage:'--, dead, 276 days
295.2
TCGA-CN-A499-01A
60 years, female, white, stage:Stage II, alive, 717 days
293.7
TCGA-T2-A6WZ-01A
53 years, male, white, stage:'--, dead, 484 days
286.0
TCGA-CV-7425-01A
77 years, female, white, stage:Stage III, dead, 1718 days
285.9
TCGA-CR-7374-01A
67 years, female, white, stage:'--, alive, 30 days
281.6
TCGA-TN-A7HI-01A
56 years, male, white, stage:Stage IVA, alive, 412 days
275.7
TCGA-CQ-7065-01A
40 years, male, asian, stage:Stage II, alive, 1628 days
274.7
TCGA-BA-A6DJ-01A
62 years, male, asian, stage:Stage IVA, dead, 407 days
271.3
TCGA-CV-A461-01A
65 years, male, white, stage:'--, dead, 2064 days
271.0
TCGA-H7-8501-01A
54 years, male, white, stage:Stage IVA, alive, 461 days
270.6
TCGA-CN-A6V6-01A
59 years, male, white, stage:Stage IVA, alive, 635 days
267.9
TCGA-HD-7229-01A
60 years, male, white, stage:Stage IVA, alive, 1027 days
267.3
TCGA-CV-7418-01A
62 years, male, black or african american, stage:Stage IVA, dead, 789 days
265.4
TCGA-CN-A63T-01A
60 years, male, white, stage:Stage IVA, alive, 225 days
263.7
TCGA-CR-6493-01A
69 years, male, black or african american, stage:Stage IVA, dead, 282 days
263.5
TCGA-CR-7399-01A
60 years, female, white, stage:Stage IVA, alive, 181 days
259.6
TCGA-UF-A71E-01A
63 years, male, white, stage:Stage IVA, dead, 1504 days
259.3
TCGA-H7-A6C4-01A
35 years, female, white, stage:Stage IVA, dead, 414 days
257.0
TCGA-BA-4076-01A
39 years, male, white, stage:'--, dead, 415 days
255.6
TCGA-CN-4725-01A
60 years, male, white, stage:Stage II, alive, 1157 days
254.5
TCGA-CV-7432-01A
79 years, male, white, stage:Stage II, dead, 2570 days
254.2
TCGA-CV-7099-01A
85 years, female, white, stage:Stage II, dead, 243 days
253.6
TCGA-MT-A51W-01A
52 years, female, white, stage:Stage I, alive, 437 days
246.9
TCGA-D6-6827-01A
55 years, female, white, stage:Stage I, alive, 568 days
245.5
TCGA-CQ-6220-01A
69 years, male, white, stage:Stage III, dead, 985 days
244.8
TCGA-F7-A623-01A
70 years, male, white, stage:Stage IVA, alive, 616 days
240.0
TCGA-CN-5365-01A
38 years, male, white, stage:Stage IVB, dead, 351 days
235.6
TCGA-BA-6870-01A
60 years, female, black or african american, stage:'--, dead, 451 days
233.7
TCGA-CV-A6JM-01A
85 years, male, white, stage:'--, dead, 194 days
233.2
TCGA-C9-A47Z-01A
72 years, female, asian, stage:Stage III, dead, 191 days
229.7
TCGA-MT-A67F-01A
60 years, female, white, stage:Stage IVA, alive, 384 days
229.7
TCGA-CN-6023-01A
73 years, male, white, stage:Stage IVA, alive, 1584 days
227.8
TCGA-CV-7430-01A
56 years, male, white, stage:Stage IVA, dead, 495 days
227.4
TCGA-CV-6952-01A
65 years, female, white, stage:Stage IVA, dead, 185 days
224.5
TCGA-BB-4217-01A
68 years, male, black or african american, stage:Stage IVA, alive, 187 days
223.5
TCGA-CV-7250-01A
64 years, male, white, stage:Stage IVA, dead, 2900 days
222.1
TCGA-CN-4730-01A
62 years, male, white, stage:Stage IVA, alive, 817 days
220.2
TCGA-D6-A6EO-01A
44 years, male, white, stage:Stage IVA, alive, 759 days
217.9
TCGA-BA-5555-01A
54 years, male, black or african american, stage:Stage IVA, alive, 520 days
213.1
TCGA-F7-A620-01A
47 years, male, white, stage:Stage III, alive, 543 days
212.8
TCGA-QK-A6IF-01A
61 years, male, white, stage:'--, alive, 704 days
208.4
TCGA-CN-A63W-01A
48 years, female, white, stage:Stage IVA, dead, 377 days
206.5
TCGA-CV-7427-01A
73 years, female, white, stage:Stage II, dead, 4760 days
197.6
TCGA-KU-A66S-01A
69 years, female, white, stage:Stage III, dead, 406 days
196.0
TCGA-CQ-6223-01A
69 years, male, white, stage:Stage II, alive, 1428 days
195.7
TCGA-CR-7385-01A
42 years, male, white, stage:'--, alive, 997 days
195.6
TCGA-CV-A6K1-01A
65 years, male, white, stage:Stage IVA, alive, 685 days
195.2
TCGA-CV-7255-01A
32 years, female, white, stage:Stage IVA, dead, 64 days
193.1
TCGA-CN-A6V3-01A
61 years, male, white, stage:Stage IVA, alive, 742 days
185.6
TCGA-CV-A45X-01A
47 years, male, white, stage:Stage IVA, dead, 198 days
184.2
TCGA-KU-A6H8-01A
41 years, male, white, stage:Stage IVA, dead, 327 days
183.4
TCGA-CV-6003-01A
50 years, female, white, stage:Stage III, alive, 1665 days
177.5
TCGA-BA-A6DE-01A
70 years, female, white, stage:Stage II, alive, 440 days
172.3
TCGA-HD-8634-01A
51 years, female, white, stage:Stage I, dead, 385 days
172.0
TCGA-CQ-6222-01A
63 years, male, white, stage:Stage IVA, alive, 2016 days
170.6
TCGA-CV-7089-01A
74 years, male, white, stage:Stage IVA, dead, 1972 days
170.2
TCGA-QK-A8Z8-01A
60 years, female, black or african american, stage:Stage IVC, dead, 171 days
169.5
TCGA-CN-A498-01A
61 years, female, white, stage:Stage III, dead, 773 days
169.1
TCGA-UF-A719-01A
54 years, male, stage:Stage II, alive, 1663 days
168.0
TCGA-BA-6869-01A
62 years, male, white, stage:Stage III, alive, 644 days
156.7
TCGA-CN-6998-01A
53 years, male, white, stage:Stage IVA, dead, 357 days
156.2
TCGA-CQ-7068-01A
80 years, female, white, stage:Stage II, alive, 1309 days
155.1
TCGA-CR-6480-01A
53 years, male, white, stage:'--, alive, 362 days
154.7
TCGA-CV-6938-01A
87 years, male, white, stage:Stage II, dead, 144 days
152.2
TCGA-CV-5439-01A
62 years, male, white, stage:Stage IVA, dead, 546 days
150.0
TCGA-DQ-7591-01A
62 years, male, white, stage:'--, alive, 622 days
147.7
TCGA-BB-4225-01A
73 years, male, white, stage:'--, alive, 146 days
144.2
TCGA-CV-A45O-01A
57 years, male, white, stage:'--, alive, 851 days
144.1
TCGA-F7-A61W-01A
51 years, male, asian, stage:Stage IVA, alive, 14 days
141.0
TCGA-MZ-A5BI-01A
53 years, male, white, stage:'--, dead, 217 days
140.3
TCGA-BA-A6DI-01A
62 years, male, black or african american, stage:'--, dead, 336 days
139.6
TCGA-CQ-A4CE-01A
76 years, female, stage:Stage II, alive, 897 days
132.7
TCGA-P3-A5QF-01A
49 years, male, white, stage:Stage IVA, dead, 330 days
132.0
TCGA-CN-5374-01A
56 years, female, white, stage:Stage IVA, dead, 1732 days
130.9
TCGA-F7-A61V-01A
54 years, male, white, stage:Stage II, alive, 759 days
129.7
TCGA-CV-A463-01A
82 years, female, white, stage:Stage IVA, dead, 23 days
127.4
TCGA-TN-A7HJ-01A
51 years, male, white, stage:Stage IVA, alive, 403 days
127.3
TCGA-CN-A49C-01A
67 years, male, white, stage:'--, alive, 645 days
127.3
TCGA-UF-A71D-01A
54 years, female, white, stage:Stage IVA, alive, 1461 days
127.2
TCGA-UF-A7JS-01A
59 years, male, white, stage:Stage IVA, dead, 680 days
126.3
TCGA-UF-A7JF-01A
80 years, male, white, stage:Stage IVA, alive, 1686 days
126.0
TCGA-CV-7407-01A
67 years, female, white, stage:Stage II, dead, 1081 days
125.1
TCGA-BA-4075-01A
49 years, male, black or african american, stage:Stage III, dead, 283 days
119.4
TCGA-HD-A6I0-01A
56 years, male, white, stage:Stage IVA, alive, 210 days
118.8
TCGA-QK-A8ZA-01A
60 years, male, black or african american, stage:'--, dead, 371 days
116.9
TCGA-CN-A63U-01A
50 years, male, white, stage:Stage IVA, alive, 964 days
115.8
TCGA-P3-A6T6-01A
53 years, male, white, stage:Stage IVA, dead, 395 days
115.4
TCGA-DQ-7588-01A
66 years, male, white, stage:'--, dead, 427 days
115.0
TCGA-CX-7086-01A
53 years, male, black or african american, stage:Stage III, alive, 573 days
113.7
TCGA-CV-A45P-01A
82 years, female, white, stage:Stage I, alive, 639 days
112.6
TCGA-KU-A66T-01A
53 years, female, white, stage:Stage IVA, alive, 552 days
110.1
TCGA-IQ-7632-01A
68 years, female, white, stage:Stage IVA, alive, 441 days
108.2
TCGA-BA-A6DA-01A
41 years, female, white, stage:Stage IVA, alive, 351 days
107.8
TCGA-CV-A6JN-01A
53 years, male, white, stage:'--, alive, 906 days
107.7
TCGA-CV-A6JY-01A
69 years, male, white, stage:Stage IVA, alive, 646 days
107.4
TCGA-P3-A5QE-01A
49 years, male, white, stage:Stage III, alive, 1559 days
104.2
TCGA-RS-A6TP-01A
58 years, male, white, stage:Stage II, alive, 516 days
103.9
TCGA-T2-A6WX-01A
73 years, female, white, stage:'--, dead, 209 days
102.9
TCGA-CV-6953-01A
80 years, female, white, stage:Stage III, dead, 1641 days
102.3
TCGA-CR-5248-01A
53 years, male, white, stage:'--, alive, 1663 days
102.1
TCGA-MT-A67A-01A
85 years, female, white, stage:Stage I, alive, 914 days
99.9
TCGA-BA-A6DL-01A
59 years, male, white, stage:'--, alive, 623 days
98.6
TCGA-CV-6433-01A
57 years, male, white, stage:Stage II, alive, 641 days
97.8
TCGA-CV-7253-01A
58 years, male, black or african american, stage:Stage IVA, dead, 361 days
94.3
TCGA-CV-A465-01A
24 years, male, white, stage:Stage III, dead, 215 days
93.3
TCGA-KU-A6H7-01A
55 years, female, white, stage:Stage IVA, alive, 586 days
92.0
TCGA-BB-A6UM-01A
52 years, male, white, stage:Stage III, alive, 393 days
92.0
TCGA-CV-6436-01A
62 years, male, white, stage:Stage IVA, alive, 1899 days
90.8
TCGA-CV-7242-01A
60 years, female, white, stage:Stage II, alive, 1095 days
90.7
TCGA-MZ-A6I9-01A
68 years, male, white, stage:'--, dead, 489 days
84.6
TCGA-D6-A6EM-01A
65 years, female, white, stage:Stage III, alive, 232 days
84.1
TCGA-C9-A480-01A
45 years, female, asian, stage:Stage III, alive, 386 days
83.9
TCGA-QK-A6V9-01A
56 years, male, white, stage:Stage II, alive, 833 days
83.5
TCGA-BB-4224-01A
52 years, male, white, stage:Stage IVA, alive, 278 days
73.8
TCGA-F7-A624-01A
73 years, male, white, stage:Stage II, alive, 378 days
73.3
TCGA-BB-4227-01A
66 years, male, white, stage:Stage IVA, alive, 134 days
72.2
TCGA-CN-A641-01A
47 years, male, white, stage:Stage IVA, alive, 367 days
71.3
TCGA-TN-A7HL-01A
59 years, male, white, stage:Stage IVA, alive, 619 days
67.2
TCGA-P3-A5Q5-01A
54 years, male, white, stage:Stage IVA, alive, 910 days
65.7
TCGA-CV-7180-01A
34 years, male, white, stage:Stage II, dead, 327 days
64.7
TCGA-D6-A6EN-01A
71 years, male, white, stage:Stage III, alive, 687 days
61.9
TCGA-F7-A61S-01A
62 years, male, white, stage:Stage III, alive, 576 days
60.2
TCGA-D6-A6EK-01A
67 years, male, white, stage:Stage III, alive, 875 days
56.3
TCGA-CV-A45Q-01A
69 years, female, white, stage:'--, dead, 5152 days
55.8
TCGA-QK-AA3J-01A
69 years, male, black or african american, stage:Stage I, alive, 466 days
53.0
TCGA-IQ-A61G-01A
57 years, male, white, stage:Stage IVA, alive, 360 days
50.6
TCGA-BB-8601-01A
84 years, male, black or african american, stage:Stage III, alive, 624 days
49.7
TCGA-D6-A6ES-01A
50 years, male, white, stage:Stage IVA, alive, 389 days
47.9
TCGA-F7-A622-01A
75 years, male, white, stage:Stage III, dead, 359 days
47.5
TCGA-CQ-6225-01A
65 years, male, white, stage:Stage III, dead, 403 days
47.4
TCGA-CV-5442-01A
76 years, female, white, stage:Stage IVA, alive, 2327 days
42.5
TCGA-IQ-A61I-01A
63 years, male, black or african american, stage:Stage IVA, dead, 2 days
41.7
TCGA-BA-A4IG-01A
77 years, male, white, stage:'--, alive, 855 days
41.3
TCGA-QK-A6II-01A
52 years, male, white, stage:Stage IVA, dead, 284 days
35.2
TCGA-CN-A6UY-01A
57 years, male, white, stage:Stage IVA, alive, 713 days
33.2
TCGA-HD-A634-01A
56 years, male, white, stage:Stage IVA, dead, 130 days
33.0
TCGA-H7-7774-01A
75 years, female, white, stage:Stage IVA, alive, 407 days
33.0
TCGA-CN-A6V7-01A
40 years, male, white, stage:Stage IVA, alive, 594 days
30.2
TCGA-CV-6955-01A
74 years, female, white, stage:Stage II, dead, 334 days
26.4
TCGA-QK-A6IJ-01A
71 years, male, white, stage:Stage III, alive, 387 days
20.6
TCGA-MZ-A7D7-01A
51 years, male, white, stage:Stage IVA, alive, 547 days
19.4
TCGA-CV-6441-01A
60 years, male, white, stage:Stage III, dead, 292 days
17.8
Show allShow less
HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
183
Samples
Sample ID
Sample type
nRPX
CPT0246620003
Tumor
2.1
CPT0245350003
Tumor
1.8
CPT0169890003
Tumor
1.7
CPT0201830004
Tumor
1.5
CPT0246590003
Tumor
1.5
CPT0199710003
Normal
1.4
CPT0245130003
Tumor
1.3
CPT0162940003
Tumor
1.3
CPT0245600003
Tumor
1.2
CPT0222360003
Tumor
1.2
CPT0244890004
Tumor
1.2
CPT0094420004
Tumor
1.2
CPT0281470002
Normal
1.2
CPT0169730003
Tumor
1.0
CPT0177390003
Tumor
0.9
CPT0199820003
Tumor
0.9
CPT0094280004
Tumor
0.9
CPT0226340003
Tumor
0.8
CPT0013130003
Tumor
0.8
CPT0013210004
Tumor
0.8
CPT0094560004
Tumor
0.7
CPT0163430003
Normal
0.7
CPT0094350004
Tumor
0.7
CPT0245550003
Tumor
0.7
CPT0163480003
Tumor
0.7
CPT0245400003
Tumor
0.6
CPT0024810003
Tumor
0.6
CPT0245010003
Tumor
0.6
CPT0237620004
Tumor
0.6
C3N-04279-05
Normal
0.5
CPT0235460003
Tumor
0.5
CPT0163790003
Tumor
0.5
CPT0194250003
Tumor
0.5
CPT0220620003
Normal
0.5
CPT0207870004
Tumor
0.5
CPT0245140003
Normal
0.5
CPT0245630003
Tumor
0.5
CPT0245060004
Tumor
0.4
CPT0194960003
Tumor
0.4
CPT0163340003
Tumor
0.4
CPT0095040003
Tumor
0.4
CPT0243090003
Tumor
0.3
CPT0123260003
Tumor
0.3
CPT0013030003
Normal
0.3
CPT0245300003
Tumor
0.3
CPT0162990004
Tumor
0.3
CPT0250310003
Tumor
0.3
CPT0196210003
Tumor
0.2
CPT0245410003
Normal
0.2
CPT0237500003
Normal
0.2
CPT0226440003
Tumor
0.2
CPT0245450003
Tumor
0.2
CPT0245460003
Normal
0.2
CPT0261520003
Tumor
0.2
CPT0163090003
Tumor
0.2
CPT0013250003
Normal
0.2
CPT0223970003
Tumor
0.1
CPT0163160003
Tumor
0.1
CPT0226450003
Normal
0.1
CPT0241980004
Tumor
0.1
CPT0013000004
Tumor
0.0
CPT0184530003
Tumor
0.0
CPT0127050003
Tumor
0.0
CPT0163530003
Tumor
0.0
CPT0008930003
Tumor
0.0
CPT0194420003
Tumor
0.0
CPT0220610003
Tumor
-0.1
CPT0237480004
Tumor
-0.1
CPT0245500003
Tumor
-0.1
C3N-04276-06
Normal
-0.1
CPT0169640003
Tumor
-0.1
CPT0123180003
Tumor
-0.1
CPT0169920003
Normal
-0.2
CPT0199700003
Tumor
-0.2
CPT0088060004
Tumor
-0.2
CPT0248520003
Tumor
-0.2
CPT0163020003
Normal
-0.2
CPT0176770003
Tumor
-0.2
CPT0088080003
Normal
-0.2
CPT0199880003
Tumor
-0.3
CPT0237150003
Normal
-0.3
CPT0011130005
Tumor
-0.3
CPT0163650003
Tumor
-0.4
CPT0195880003
Normal
-0.4
CPT0196040003
Tumor
-0.4
CPT0235470002
Normal
-0.4
CPT0194800003
Normal
-0.4
CPT0245020003
Normal
-0.4
CPT0088010003
Normal
-0.4
CPT0278700002
Normal
-0.4
CPT0163840003
Tumor
-0.5
CPT0163240003
Tumor
-0.5
CPT0226400003
Normal
-0.5
CPT0177710003
Tumor
-0.5
CPT0226090003
Normal
-0.5
CPT0123190003
Normal
-0.6
CPT0226270003
Normal
-0.6
CPT0248330003
Tumor
-0.6
CPT0190860003
Normal
-0.6
CPT0199890003
Normal
-0.6
CPT0084650004
Normal
-0.6
CPT0163860003
Normal
-0.6
CPT0088410003
Tumor
-0.6
CPT0162890003
Tumor
-0.6
CPT0201860004
Normal
-0.6
CPT0163490003
Normal
-0.6
C3N-00857-05
Normal
-0.6
C3N-01758-04
Normal
-0.6
C3N-04275-05
Normal
-0.6
CPT0163170003
Normal
-0.6
CPT0177200003
Tumor
-0.7
C3N-01620-05
Normal
-0.7
CPT0223460003
Normal
-0.7
CPT0236870003
Normal
-0.7
CPT0190850003
Tumor
-0.7
CPT0177220003
Normal
-0.7
CPT0008630003
Tumor
-0.7
CPT0245190003
Normal
-0.7
CPT0245730003
Tumor
-0.7
CPT0246670003
Tumor
-0.7
CPT0194260003
Normal
-0.7
CPT0244940004
Tumor
-0.7
CPT0246540003
Tumor
-0.7
CPT0088430003
Normal
-0.7
CPT0008960003
Normal
-0.7
CPT0199830003
Normal
-0.7
C3N-00295-05
Normal
-0.8
CPT0243140004
Normal
-0.8
CPT0163800003
Normal
-0.8
CPT0237130004
Tumor
-0.8
CPT0087820003
Tumor
-0.8
CPT0235920003
Normal
-0.8
CPT0236850004
Tumor
-0.8
CPT0223450003
Tumor
-0.8
CPT0123280003
Normal
-0.8
CPT0245180003
Tumor
-0.9
CPT0195860003
Tumor
-0.9
CPT0226030003
Tumor
-0.9
CPT0195680003
Tumor
-0.9
CPT0196060003
Normal
-0.9
CPT0011320003
Normal
-1.0
CPT0226390003
Tumor
-1.0
CPT0177010003
Tumor
-1.0
CPT0226250004
Tumor
-1.0
CPT0195700003
Normal
-1.0
CPT0226130003
Tumor
-1.0
CPT0245560003
Normal
-1.0
CPT0013430003
Tumor
-1.1
CPT0237640003
Normal
-1.1
CPT0163600003
Tumor
-1.1
CPT0245230004
Tumor
-1.1
CPT0236620003
Tumor
-1.1
CPT0084630009
Tumor
-1.1
CPT0236640003
Normal
-1.1
CPT0163250003
Normal
-1.2
CPT0163610003
Normal
-1.2
CPT0087990003
Tumor
-1.2
CPT0011290003
Tumor
-1.2
CPT0256560003
Tumor
-1.2
C3N-01859-04
Normal
-1.2
C3N-02693-06
Normal
-1.2
CPT0163740003
Tumor
-1.2
CPT0094580003
Normal
-1.3
CPT0013460003
Normal
-1.3
CPT0229220002
Normal
-1.3
CPT0163910003
Tumor
-1.3
CPT0163720003
Normal
-1.3
CPT0008520008
Tumor
-1.3
CPT0242000004
Normal
-1.3
CPT0235910003
Tumor
-1.4
CPT0163410003
Tumor
-1.5
CPT0222200003
Normal
-1.5
CPT0245680003
Tumor
-1.7
CPT0226350003
Normal
-1.7
CPT0094490004
Tumor
-1.7
CPT0194790003
Tumor
-1.8
CPT0248350003
Normal
-1.8
CPT0222180003
Tumor
-2.1
CPT0169740004
Normal
-2.4
CPT0229230003
Normal
N/A
CPT0169750003
Normal
N/A
CPT0229210003
Tumor
N/A
CPT0229190003
Tumor
N/A
Show allShow less
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
