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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.
RARRES2 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
468.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4490.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1690.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1613.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1264.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1193.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1169.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1132.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1065.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
963.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
961.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
936.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
919.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
883.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
878.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
775.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
718.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
707.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
645.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
629.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
591.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
566.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
473.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
459.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
446.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
432.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
432.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
374.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
295.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
251.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
249.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
245.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
237.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
212.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
189.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
178.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
153.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
150.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
125.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
115.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
115.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
103.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
96.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
91.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
84.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
79.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
79.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
77.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
69.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
63.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
53.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
47.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
39.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
30.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
25.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
22.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
20.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
14.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
RARRES2 is potential prognostic, high expression is unfavorable 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
519.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2365.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2349.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2312.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
2268.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
2248.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2247.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1851.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1815.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1777.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1707.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1613.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1600.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
1589.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1544.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1496.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1492.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1460.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1431.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1398.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1371.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1356.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1323.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1302.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1298.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1278.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1273.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1260.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1247.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1246.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1237.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1217.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1215.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1213.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1200.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1199.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1178.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1172.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1165.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1141.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1137.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1128.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1114.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1111.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1090.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1077.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1059.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1046.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1036.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1024.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1020.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1019.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1018.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1010.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1007.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
998.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
991.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
972.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
970.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
965.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
965.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
958.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
956.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
951.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
941.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
936.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
924.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
923.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
915.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
915.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
912.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
904.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
904.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
897.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
893.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
880.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
877.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
869.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
864.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
862.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
861.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
861.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
846.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
839.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
832.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
821.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
817.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
815.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
814.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
813.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
799.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
799.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
794.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
786.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
785.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
782.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
781.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
780.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
778.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
773.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
771.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
762.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
760.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
758.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
757.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
752.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
750.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
740.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
722.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
722.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
718.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
716.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
706.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
705.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
704.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
703.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
702.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
685.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
683.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
678.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
675.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
671.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
670.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
667.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
660.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
656.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
651.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
650.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
649.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
643.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
640.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
637.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
636.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
632.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
629.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
629.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
628.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
619.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
618.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
614.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
614.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
613.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
613.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
611.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
611.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
610.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
609.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
608.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
608.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
608.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
607.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
605.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
605.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
603.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
603.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
601.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
601.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
600.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
597.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
592.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
588.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
583.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
581.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
577.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
572.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
570.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
570.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
568.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
564.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
563.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
563.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
561.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
559.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
557.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
556.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
556.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
552.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
550.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
550.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
548.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
544.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
543.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
543.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
542.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
541.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
539.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
538.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
535.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
535.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
530.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
524.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
522.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
521.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
519.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
517.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
515.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
514.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
511.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
510.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
509.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
508.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
507.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
505.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
504.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
503.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
502.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
501.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
496.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
491.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
489.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
484.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
484.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
481.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
478.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
478.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
477.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
476.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
474.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
474.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
473.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
472.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
471.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
471.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
470.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
468.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
467.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
462.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
461.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
459.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
458.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
455.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
452.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
452.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
452.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
449.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
448.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
445.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
443.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
439.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
438.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
430.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
428.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
428.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
425.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
425.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
421.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
418.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
418.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
417.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
415.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
414.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
413.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
411.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
410.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
409.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
409.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
405.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
405.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
405.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
403.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
402.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
402.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
402.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
401.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
401.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
401.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
397.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
397.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
396.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
394.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
391.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
391.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
390.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
389.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
388.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
388.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
387.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
386.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
385.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
385.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
384.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
382.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
381.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
380.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
378.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
377.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
377.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
376.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
375.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
373.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
372.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
371.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
371.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
368.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
367.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
367.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
367.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
367.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
365.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
364.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
364.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
363.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
362.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
362.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
361.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
360.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
359.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
359.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
358.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
357.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
357.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
355.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
355.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
354.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
353.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
352.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
349.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
348.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
346.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
346.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
345.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
344.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
343.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
342.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
342.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
341.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
341.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
338.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
338.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
337.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
336.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
335.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
335.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
334.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
334.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
332.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
332.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
330.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
330.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
329.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
327.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
326.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
325.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
324.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
323.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
322.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
322.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
320.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
320.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
319.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
318.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
317.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
316.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
316.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
314.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
314.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
314.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
313.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
313.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
312.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
311.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
310.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
309.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
309.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
305.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
304.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
304.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
304.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
303.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
302.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
302.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
301.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
298.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
298.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
295.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
295.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
295.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
295.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
293.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
293.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
292.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
291.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
291.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
290.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
288.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
288.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
287.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
287.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
281.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
280.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
279.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
278.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
276.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
272.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
269.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
269.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
268.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
268.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
266.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
266.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
264.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
263.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
262.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
261.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
260.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
260.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
260.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
260.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
259.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
258.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
257.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
255.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
254.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
252.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
251.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
250.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
249.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
249.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
247.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
245.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
245.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
243.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
242.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
241.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
240.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
239.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
237.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
236.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
235.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
234.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
230.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
222.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
221.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
220.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
220.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
220.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
220.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
219.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
219.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
217.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
214.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
212.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
212.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
212.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
212.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
211.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
210.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
208.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
208.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
208.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
208.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
199.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
199.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
198.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
193.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
193.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
190.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
188.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
188.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
187.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
186.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
184.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
180.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
179.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
177.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
177.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
176.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
174.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
174.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
173.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
171.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
165.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
162.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
161.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
159.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
154.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
151.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
150.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
145.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
145.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
140.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
139.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
132.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
129.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
129.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
120.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
117.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
113.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
108.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
104.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
98.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
93.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
92.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
89.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
89.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
83.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
82.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
78.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
75.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
69.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
63.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
60.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
54.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
54.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
54.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
43.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
42.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
39.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
36.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
33.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
31.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
23.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
15.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 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.
RARRES2 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
732.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
4096.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
2008.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1877.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1804.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1724.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1710.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1556.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1523.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
1463.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1427.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1414.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1374.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1357.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1345.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1298.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1285.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1257.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1193.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1183.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1171.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1144.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1138.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1067.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1050.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1014.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
981.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
974.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
948.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
938.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
912.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
814.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
809.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
808.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
797.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
759.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
757.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
755.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
721.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
719.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
714.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
705.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
695.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
674.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
666.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
623.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
616.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
604.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
593.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
591.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
583.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
578.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
575.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
575.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
572.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
567.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
541.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
536.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
501.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
483.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
463.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
460.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
459.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
451.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
438.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
429.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
395.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
380.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
371.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
368.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
357.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
352.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
352.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
350.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
346.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
345.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
318.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
318.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
311.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
301.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
291.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
291.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
288.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
287.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
287.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
278.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
276.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
255.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
248.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
234.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
231.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
229.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
220.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
177.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
171.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
156.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
143.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
137.6
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.
RARRES2 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
518.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2567.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2151.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1862.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1730.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1702.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1673.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1453.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1436.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1433.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1415.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1379.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1357.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1351.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1306.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1287.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1249.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1230.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1106.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1100.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1095.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1094.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1088.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1080.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1074.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1072.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1065.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1057.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1054.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1048.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1043.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1034.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1006.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1003.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
992.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
961.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
955.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
947.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
946.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
918.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
917.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
917.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
916.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
916.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
914.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
910.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
907.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
901.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
892.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
891.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
888.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
880.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
865.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
849.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
848.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
848.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
848.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
847.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
842.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
831.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
831.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
821.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
814.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
806.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
805.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
790.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
784.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
774.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
760.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
755.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
735.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
732.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
730.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
720.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
713.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
710.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
706.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
702.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
702.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
694.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
683.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
676.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
672.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
667.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
665.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
660.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
660.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
659.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
651.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
651.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
650.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
647.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
642.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
639.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
638.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
634.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
632.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
628.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
626.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
606.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
596.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
592.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
584.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
579.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
576.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
567.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
561.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
557.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
556.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
554.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
547.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
546.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
545.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
537.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
535.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
531.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
528.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
527.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
525.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
523.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
520.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
514.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
511.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
506.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
505.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
501.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
498.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
498.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
492.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
490.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
487.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
481.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
481.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
481.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
474.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
465.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
459.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
456.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
454.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
451.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
450.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
445.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
444.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
443.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
442.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
436.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
436.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
431.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
431.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
430.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
429.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
424.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
423.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
422.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
415.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
415.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
414.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
414.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
410.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
407.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
393.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
392.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
391.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
388.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
387.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
386.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
384.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
381.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
370.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
362.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
359.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
358.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
352.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
343.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
342.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
340.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
339.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
327.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
323.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
321.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
313.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
311.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
307.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
307.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
297.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
297.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
294.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
293.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
292.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
287.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
283.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
277.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
276.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
275.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
265.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
263.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
261.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
258.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
254.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
244.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
243.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
242.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
238.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
234.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
231.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
231.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
229.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
226.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
222.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
220.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
216.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
215.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
215.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
212.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
209.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
202.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
192.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
189.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
187.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
184.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
184.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
184.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
182.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
170.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
166.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
162.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
161.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
159.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
155.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
155.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
147.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
137.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
133.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
132.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
129.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
128.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
121.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
115.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
111.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
94.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
93.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
91.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
84.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
84.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
84.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
83.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
81.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
76.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
69.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
68.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
67.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
57.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
51.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
39.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
37.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
36.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
27.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
21.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
19.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
15.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
4.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
1.2
CPT0084560003
Tumor
1.1
CPT0063630003
Tumor
0.9
CPT0011240003
Tumor
0.8
CPT0026420001
Normal
0.8
CPT0086970003
Normal
0.7
CPT0079510001
Normal
0.7
CPT0066480003
Tumor
0.7
CPT0069000003
Tumor
0.7
CPT0010120001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0011410003
Tumor
0.6
CPT0012570003
Normal
0.6
CPT0063330001
Normal
0.6
CPT0012280003
Tumor
0.6
CPT0092740003
Normal
0.5
CPT0077140001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0012290003
Normal
0.5
CPT0018250001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0088500001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0020130001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0014470001
Normal
0.4
CPT0015910003
Tumor
0.4
CPT0012090003
Normal
0.4
CPT0000790001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0092190003
Normal
0.4
CPT0001270001
Normal
0.4
CPT0002370001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0088710001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0089040001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0024680001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0077310003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0086830003
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0065450001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0002350011
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0075720003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0087050003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0078670001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0009020003
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0064370003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0088900003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0069010001
Normal
-0.3
CPT0019130003
Tumor
-0.3
CPT0082010001
Normal
-0.3
CPT0009000003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0020120003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0086950003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0020020001
Normal
-0.4
CPT0065750003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0078830003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0065810003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0078930003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0086360003
Tumor
-0.7
CPT0009060003
Tumor
-0.7
CPT0088970003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0069160003
Tumor
-0.7
CPT0012180003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0001340003
Tumor
-0.8
CPT0078990003
Tumor
-0.9
CPT0026410003
Tumor
-0.9
CPT0015730003
Tumor
-1.0
CPT0079180003
Tumor
-1.2
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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.
The Human Protein Atlas project is funded
