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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.
IL32 is not prognostic in Kidney Chromophobe (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
48.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
524.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
268.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
210.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
174.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
141.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
128.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
92.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
91.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
91.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
82.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
81.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
74.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
74.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
72.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
55.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
53.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
53.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
51.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
49.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
47.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
47.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
46.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
42.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
39.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
38.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
33.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
32.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
25.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
24.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
22.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
22.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
19.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
19.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
18.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
12.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
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.
IL32 is not prognostic in Kidney Renal Clear 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
804.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3435.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
2978.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
2561.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2542.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2418.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2128.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
2102.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
2088.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2048.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2019.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1994.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1947.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1944.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1886.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1848.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1794.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1785.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1776.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1756.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1752.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1740.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1735.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1718.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1689.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1677.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1659.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1649.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1644.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1637.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1601.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1554.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1536.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1531.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1529.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1517.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1501.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1496.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1486.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1481.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1475.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1469.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1461.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1458.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1457.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1456.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1444.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1418.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1402.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1393.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1391.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1381.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1377.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1376.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1372.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1370.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1365.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1362.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1353.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1336.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1333.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1333.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1315.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1314.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1295.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1287.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1280.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1279.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1266.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1260.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1260.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1258.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1254.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1241.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1238.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1237.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1236.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1228.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1225.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1223.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1213.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1209.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1202.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1198.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1191.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1191.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1178.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1163.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1159.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1158.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1152.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1146.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1146.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1144.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1142.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1139.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1136.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1135.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1129.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1127.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1126.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1122.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1117.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1112.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1111.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1110.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1107.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1105.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1104.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1102.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1101.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1097.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1091.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1085.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1084.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1083.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1081.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1075.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1066.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1065.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1064.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1063.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1062.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1059.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1052.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1050.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1046.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1043.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1042.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1038.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1036.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1034.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1033.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1031.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1031.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1029.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1027.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1016.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1016.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1014.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1014.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
1013.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1011.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1009.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1008.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1005.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1004.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1004.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1004.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1002.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
999.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
996.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
995.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
990.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
986.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
985.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
980.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
979.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
978.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
974.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
972.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
971.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
971.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
971.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
967.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
967.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
967.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
967.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
967.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
963.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
956.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
956.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
955.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
952.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
949.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
944.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
934.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
932.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
930.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
929.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
921.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
911.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
911.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
910.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
910.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
910.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
909.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
906.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
903.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
902.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
901.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
899.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
898.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
895.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
892.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
889.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
889.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
879.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
877.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
870.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
869.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
869.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
864.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
858.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
856.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
856.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
855.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
854.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
853.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
844.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
843.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
842.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
841.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
841.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
841.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
840.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
836.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
835.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
835.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
834.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
831.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
831.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
828.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
825.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
821.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
820.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
817.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
816.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
813.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
809.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
807.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
804.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
801.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
796.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
796.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
794.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
790.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
788.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
786.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
783.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
780.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
774.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
770.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
769.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
768.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
767.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
763.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
763.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
763.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
758.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
756.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
755.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
750.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
748.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
747.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
743.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
743.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
741.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
739.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
739.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
732.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
729.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
725.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
723.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
721.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
719.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
718.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
717.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
716.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
715.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
714.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
713.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
712.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
710.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
710.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
710.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
708.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
708.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
708.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
708.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
703.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
701.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
695.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
695.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
694.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
688.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
688.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
687.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
687.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
684.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
681.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
680.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
679.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
678.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
676.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
675.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
672.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
670.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
667.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
667.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
666.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
664.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
664.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
661.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
659.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
659.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
655.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
655.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
647.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
646.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
646.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
645.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
641.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
639.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
639.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
635.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
631.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
631.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
629.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
629.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
627.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
622.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
622.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
619.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
616.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
615.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
609.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
609.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
608.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
608.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
608.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
607.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
605.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
604.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
601.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
601.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
599.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
598.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
592.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
592.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
591.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
586.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
585.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
585.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
585.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
584.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
583.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
582.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
579.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
579.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
578.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
576.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
575.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
572.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
563.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
558.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
558.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
557.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
557.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
556.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
556.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
556.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
551.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
551.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
542.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
541.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
540.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
540.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
540.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
537.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
535.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
531.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
530.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
530.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
530.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
528.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
528.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
528.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
523.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
520.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
512.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
512.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
507.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
506.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
505.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
502.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
496.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
491.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
490.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
488.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
487.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
487.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
484.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
483.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
482.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
480.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
479.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
478.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
477.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
475.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
470.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
470.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
467.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
466.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
464.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
464.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
457.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
455.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
450.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
448.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
446.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
445.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
444.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
444.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
443.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
442.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
440.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
437.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
434.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
432.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
432.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
432.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
430.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
428.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
427.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
424.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
423.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
422.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
419.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
417.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
416.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
415.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
413.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
407.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
406.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
404.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
402.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
401.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
396.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
391.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
389.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
389.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
388.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
387.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
387.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
385.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
385.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
381.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
374.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
367.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
364.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
361.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
355.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
352.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
349.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
347.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
339.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
338.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
330.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
330.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
329.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
329.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
327.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
321.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
315.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
297.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
295.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
294.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
279.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
275.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
271.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
271.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
270.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
267.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
266.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
265.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
264.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
261.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
260.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
259.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
255.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
253.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
250.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
246.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
243.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
243.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
238.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
229.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
226.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
222.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
214.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
214.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
212.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
206.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
195.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
188.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
170.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
167.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
161.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
129.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
119.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
114.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
105.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
96.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
86.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
84.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
83.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
80.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
72.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
48.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
30.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
30.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
28.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
26.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
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.
IL32 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
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
778.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1549.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1475.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1462.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1414.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1414.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1374.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1334.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1320.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1306.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1305.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1215.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1181.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1180.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1173.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1169.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1138.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1124.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1112.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1100.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1091.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1082.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1078.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1057.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1041.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1010.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1005.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
975.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
938.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
937.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
925.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
915.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
908.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
898.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
896.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
880.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
878.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
874.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
810.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
802.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
791.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
778.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
772.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
764.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
758.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
737.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
735.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
733.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
730.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
725.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
722.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
720.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
715.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
711.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
703.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
702.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
698.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
681.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
679.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
671.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
670.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
663.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
661.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
660.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
660.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
649.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
640.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
637.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
633.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
622.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
604.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
602.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
584.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
581.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
563.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
552.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
548.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
531.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
529.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
528.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
527.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
516.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
512.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
505.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
495.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
491.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
472.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
463.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
453.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
431.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
430.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
403.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
380.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
317.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
305.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
288.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
267.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
213.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
206.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
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.
IL32 is not prognostic in Kidney Renal Papillary 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
822.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
3519.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3054.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2964.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2905.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2673.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2465.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2385.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2384.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2311.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2294.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2266.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2241.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2213.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2068.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2050.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2015.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1977.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1921.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1734.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1719.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1717.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1710.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1695.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1672.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1655.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1615.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1592.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1559.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1549.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1523.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1520.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1507.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1497.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1481.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1476.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1468.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1467.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1461.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1429.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1429.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1428.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1426.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1424.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1421.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1409.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1402.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1399.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1396.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1386.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1375.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1354.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1348.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1347.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1341.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1336.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1316.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1295.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1294.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1273.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1271.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1267.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1259.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1253.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1224.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1213.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1199.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1196.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1184.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1176.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1110.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1105.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1104.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1103.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1081.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1076.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1061.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1053.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1051.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1043.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1019.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1016.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1005.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1004.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
986.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
983.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
972.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
966.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
957.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
950.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
946.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
939.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
929.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
917.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
912.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
908.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
907.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
903.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
892.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
887.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
881.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
870.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
860.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
857.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
852.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
847.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
843.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
837.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
835.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
830.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
818.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
811.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
811.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
808.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
801.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
779.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
775.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
769.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
768.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
766.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
765.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
763.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
740.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
736.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
734.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
733.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
731.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
726.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
724.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
720.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
712.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
712.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
707.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
705.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
704.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
703.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
696.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
694.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
681.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
681.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
671.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
669.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
666.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
666.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
658.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
657.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
655.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
655.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
654.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
653.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
650.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
646.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
644.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
643.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
635.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
632.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
628.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
627.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
624.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
612.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
612.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
612.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
604.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
598.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
594.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
590.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
590.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
589.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
588.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
587.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
585.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
575.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
569.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
566.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
556.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
553.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
550.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
548.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
548.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
544.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
539.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
538.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
537.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
537.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
535.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
533.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
533.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
531.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
524.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
521.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
518.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
516.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
515.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
511.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
502.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
488.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
481.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
481.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
469.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
468.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
458.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
456.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
455.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
455.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
455.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
442.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
438.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
438.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
427.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
422.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
421.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
418.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
414.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
411.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
404.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
390.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
376.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
373.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
370.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
367.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
359.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
357.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
351.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
347.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
346.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
344.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
326.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
324.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
324.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
313.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
312.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
307.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
306.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
298.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
295.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
291.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
284.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
283.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
280.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
278.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
274.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
260.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
254.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
239.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
236.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
232.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
230.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
229.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
225.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
223.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
216.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
198.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
177.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
176.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
175.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
171.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
157.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
152.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
148.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
147.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
126.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
126.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
115.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
106.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
88.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
86.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
76.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
71.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
65.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
52.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
52.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
45.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
38.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
27.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
26.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
25.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
22.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
20.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079270003
Tumor
4.5
CPT0025110003
Tumor
4.4
CPT0002350011
Tumor
4.0
CPT0001340003
Tumor
3.0
CPT0015730003
Tumor
2.8
CPT0025880003
Tumor
0.5
CPT0081880003
Tumor
0.4
CPT0078800003
Tumor
0.3
CPT0000640003
Tumor
0.1
CPT0088630003
Tumor
0.0
CPT0092290003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0000660001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0012280003
Tumor
-0.3
CPT0088640003
Normal
-0.3
CPT0065690003
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0088920001
Normal
-0.4
CPT0079480003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0078510003
Tumor
-0.7
CPT0075170001
Normal
-0.7
CPT0025350003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0063630003
Tumor
-0.8
CPT0014470001
Normal
-0.8
CPT0088550004
Tumor
-0.8
CPT0088570001
Normal
-0.8
CPT0079230003
Tumor
-0.8
CPT0088480003
Tumor
-0.8
CPT0088690003
Tumor
-0.8
CPT0014450004
Tumor
-0.8
CPT0002370001
Normal
-0.9
CPT0086820003
Tumor
-0.9
CPT0065870003
Tumor
-0.9
CPT0088760003
Tumor
-1.0
CPT0065750003
Tumor
-1.0
CPT0063320003
Tumor
-1.0
CPT0079380003
Tumor
-1.0
CPT0092160003
Tumor
-1.0
CPT0006630003
Tumor
-1.1
CPT0089020003
Tumor
-1.1
CPT0020130001
Normal
-1.1
CPT0084590001
Normal
-1.1
CPT0011410003
Tumor
-1.1
CPT0015910003
Tumor
-1.1
CPT0086950003
Tumor
-1.1
CPT0001260009
Tumor
-1.1
CPT0001190001
Normal
-1.2
CPT0088710001
Normal
-1.2
CPT0025230003
Tumor
-1.2
CPT0007860003
Tumor
-1.2
CPT0075130003
Tumor
-1.2
CPT0063640001
Normal
-1.2
CPT0069000003
Tumor
-1.2
CPT0079300001
Normal
-1.2
CPT0001270001
Normal
-1.2
CPT0084560003
Tumor
-1.3
CPT0081990003
Tumor
-1.3
CPT0007320003
Tumor
-1.3
CPT0065810003
Tumor
-1.3
CPT0019130003
Tumor
-1.3
CPT0015810003
Tumor
-1.4
CPT0078990003
Tumor
-1.4
CPT0088780001
Normal
-1.4
CPT0069160003
Tumor
-1.4
CPT0009000003
Tumor
-1.4
CPT0010110003
Tumor
-1.5
CPT0001350001
Normal
-1.5
CPT0012180003
Tumor
-1.5
CPT0024670003
Tumor
-1.5
CPT0086030003
Tumor
-1.5
CPT0066470004
Tumor
-1.5
CPT0086830003
Normal
-1.6
CPT0085670003
Tumor
-1.6
CPT0006900003
Tumor
-1.6
CPT0086360003
Tumor
-1.6
CPT0065430003
Tumor
-1.6
CPT0081600003
Tumor
-1.6
CPT0086870003
Tumor
-1.6
CPT0012370003
Tumor
-1.7
CPT0017450001
Normal
-1.7
CPT0000870016
Tumor
-1.7
CPT0019990003
Tumor
-1.7
CPT0007470001
Normal
-1.7
CPT0078660003
Tumor
-1.7
CPT0069010001
Normal
-1.7
CPT0012900004
Tumor
-1.7
CPT0012290003
Normal
-1.7
CPT0066480003
Tumor
-1.8
CPT0077110003
Tumor
-1.8
CPT0078670001
Normal
-1.8
CPT0009060003
Tumor
-1.8
CPT0014160003
Tumor
-1.8
CPT0025580004
Tumor
-1.8
CPT0064370003
Tumor
-1.8
CPT0079410003
Tumor
-1.8
CPT0089040001
Normal
-1.8
CPT0078830003
Tumor
-1.8
CPT0087040003
Tumor
-1.8
CPT0081620001
Normal
-1.8
CPT0092730003
Tumor
-1.8
CPT0076350001
Normal
-1.8
CPT0012670003
Tumor
-1.8
CPT0006950001
Normal
-1.8
CPT0012920003
Normal
-1.8
CPT0001180009
Tumor
-1.9
CPT0014370004
Tumor
-1.9
CPT0001540009
Tumor
-1.9
CPT0077310003
Tumor
-1.9
CPT0092190003
Normal
-1.9
CPT0021240003
Tumor
-1.9
CPT0017410003
Tumor
-1.9
CPT0025050003
Tumor
-1.9
CPT0009080003
Normal
-1.9
CPT0063330001
Normal
-1.9
CPT0026410003
Tumor
-1.9
CPT0023350003
Tumor
-2.0
CPT0006440003
Tumor
-2.0
CPT0078530001
Normal
-2.0
CPT0082010001
Normal
-2.0
CPT0025610001
Normal
-2.0
CPT0000780007
Tumor
-2.0
CPT0086970003
Normal
-2.0
CPT0077140001
Normal
-2.1
CPT0010120001
Normal
-2.1
CPT0065820001
Normal
-2.1
CPT0006530001
Normal
-2.2
CPT0012550003
Tumor
-2.2
CPT0026420001
Normal
-2.2
CPT0071150004
Tumor
-2.3
CPT0077490003
Tumor
-2.3
CPT0018250001
Normal
-2.3
CPT0011240003
Tumor
-2.3
CPT0017850003
Tumor
-2.3
CPT0086890003
Normal
-2.3
CPT0088970003
Tumor
-2.3
CPT0069190001
Normal
-2.3
CPT0077320001
Normal
-2.3
CPT0075560003
Tumor
-2.3
CPT0012080003
Tumor
-2.4
CPT0025920001
Normal
-2.4
CPT0010160003
Tumor
-2.4
CPT0088500001
Normal
-2.5
CPT0064400001
Normal
-2.5
CPT0009020003
Normal
-2.5
CPT0010170001
Normal
-2.5
CPT0023690003
Tumor
-2.5
CPT0092790003
Tumor
-2.5
CPT0001550001
Normal
-2.6
CPT0092740003
Normal
-2.6
CPT0001500009
Tumor
-2.6
CPT0020020001
Normal
-2.6
CPT0075570001
Normal
-2.6
CPT0006730001
Normal
-2.6
CPT0000890001
Normal
-2.6
CPT0079510001
Normal
-2.6
CPT0007870001
Normal
-2.6
CPT0001220008
Tumor
-2.7
CPT0092800003
Normal
-2.7
CPT0066520001
Normal
-2.7
CPT0000790001
Normal
-2.7
CPT0013790003
Normal
-2.8
CPT0023360001
Normal
-2.8
CPT0025060001
Normal
-2.8
CPT0012090003
Normal
-2.9
CPT0087050003
Normal
-2.9
CPT0079430001
Normal
-2.9
CPT0014130001
Normal
-2.9
CPT0002270011
Tumor
-2.9
CPT0078840001
Normal
-2.9
CPT0066430001
Normal
-3.0
CPT0065450001
Normal
-3.0
CPT0077500001
Normal
-3.0
CPT0019160001
Normal
-3.0
CPT0012570003
Normal
-3.1
CPT0012640003
Normal
-3.1
CPT0092310003
Normal
-3.1
CPT0024680001
Normal
-3.1
CPT0023710001
Normal
-3.2
CPT0014350001
Normal
-3.2
CPT0012770003
Normal
-3.3
CPT0079000001
Normal
-3.4
CPT0086370003
Normal
-3.4
CPT0079180003
Tumor
-3.4
CPT0001230001
Normal
-3.6
CPT0001510001
Normal
-3.7
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RENAL 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
