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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.
PLVAP 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
122.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
552.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
433.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
289.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
282.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
265.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
261.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
239.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
191.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
183.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
177.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
176.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
166.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
164.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
161.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
154.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
153.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
151.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
151.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
143.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
140.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
137.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
132.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
131.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
122.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
122.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
113.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
110.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
110.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
105.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
102.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
98.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
95.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
89.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
88.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
88.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
87.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
86.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
82.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
79.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
77.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
75.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
73.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
71.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
70.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
70.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
68.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
68.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
68.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
67.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
67.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
63.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
62.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
62.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
59.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
59.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
55.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
47.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
46.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
43.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
40.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
37.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
24.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
PLVAP is validated prognostic, high expression is favorable 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
465.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1977.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1870.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1779.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1761.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1729.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1693.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1631.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1621.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1544.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1543.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1451.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1447.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1408.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1388.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1315.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1312.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1302.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1272.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1238.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1230.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1211.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1208.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1187.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1179.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1134.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1127.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1121.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1121.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1108.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1087.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1083.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1079.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1039.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1029.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1024.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
1015.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1014.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1013.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
995.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
988.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
988.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
979.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
978.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
974.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
949.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
943.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
942.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
927.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
926.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
924.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
923.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
922.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
913.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
911.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
906.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
897.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
895.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
886.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
875.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
858.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
854.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
852.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
849.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
842.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
826.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
826.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
825.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
822.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
812.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
808.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
806.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
803.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
800.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
800.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
798.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
796.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
795.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
793.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
787.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
783.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
782.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
772.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
771.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
770.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
770.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
766.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
761.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
757.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
755.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
753.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
749.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
749.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
749.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
744.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
741.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
738.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
737.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
735.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
724.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
719.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
719.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
718.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
712.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
711.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
710.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
706.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
701.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
699.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
694.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
690.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
686.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
679.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
679.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
676.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
676.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
674.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
673.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
672.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
664.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
662.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
661.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
658.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
656.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
654.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
648.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
644.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
643.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
640.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
639.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
638.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
636.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
636.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
636.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
633.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
628.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
625.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
623.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
623.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
618.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
616.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
615.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
611.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
607.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
605.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
596.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
595.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
593.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
591.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
590.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
588.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
587.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
584.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
581.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
581.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
578.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
576.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
566.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
564.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
564.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
561.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
560.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
559.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
556.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
554.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
554.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
551.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
551.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
550.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
549.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
548.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
545.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
537.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
536.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
536.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
536.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
536.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
535.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
534.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
529.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
529.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
528.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
525.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
523.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
519.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
518.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
517.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
517.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
514.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
513.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
513.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
512.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
509.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
505.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
504.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
503.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
503.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
502.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
497.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
495.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
493.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
492.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
487.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
486.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
486.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
484.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
483.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
482.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
479.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
473.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
472.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
472.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
471.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
469.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
468.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
467.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
466.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
466.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
465.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
464.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
463.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
462.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
462.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
461.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
460.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
459.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
458.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
458.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
453.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
453.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
442.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
440.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
440.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
439.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
438.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
435.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
432.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
432.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
429.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
428.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
426.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
425.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
425.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
424.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
424.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
423.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
421.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
420.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
420.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
416.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
415.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
412.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
410.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
409.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
409.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
409.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
409.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
407.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
405.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
405.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
399.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
398.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
397.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
397.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
396.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
393.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
390.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
389.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
388.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
388.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
387.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
385.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
385.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
382.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
382.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
381.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
381.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
380.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
376.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
375.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
373.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
372.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
371.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
371.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
369.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
369.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
368.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
366.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
366.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
364.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
363.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
359.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
357.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
356.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
354.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
353.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
352.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
348.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
344.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
342.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
340.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
337.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
336.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
335.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
334.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
333.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
333.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
327.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
322.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
321.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
321.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
320.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
319.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
318.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
318.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
314.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
313.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
311.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
311.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
309.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
308.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
304.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
300.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
297.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
296.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
295.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
295.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
295.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
294.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
293.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
293.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
292.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
291.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
290.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
290.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
287.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
287.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
285.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
283.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
280.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
280.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
279.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
278.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
278.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
275.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
269.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
269.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
268.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
267.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
267.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
266.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
265.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
265.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
260.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
258.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
258.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
254.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
250.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
250.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
249.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
249.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
249.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
246.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
245.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
244.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
244.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
238.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
238.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
237.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
236.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
235.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
235.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
233.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
231.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
229.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
229.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
228.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
224.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
222.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
220.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
218.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
217.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
215.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
214.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
212.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
212.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
211.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
211.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
210.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
209.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
208.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
207.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
204.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
204.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
203.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
203.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
203.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
202.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
201.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
199.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
199.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
196.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
194.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
194.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
189.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
187.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
186.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
185.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
185.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
181.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
181.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
181.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
180.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
179.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
176.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
176.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
176.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
176.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
173.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
172.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
172.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
171.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
168.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
162.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
160.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
158.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
156.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
155.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
154.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
152.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
151.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
149.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
149.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
146.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
146.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
145.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
143.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
142.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
140.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
135.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
128.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
128.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
125.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
123.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
122.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
121.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
120.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
120.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
118.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
118.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
117.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
117.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
116.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
115.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
115.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
115.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
113.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
112.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
111.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
111.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
110.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
107.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
106.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
106.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
105.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
105.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
105.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
104.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
101.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
98.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
97.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
93.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
91.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
91.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
85.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
83.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
82.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
81.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
81.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
80.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
78.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
77.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
76.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
75.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
74.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
72.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
65.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
64.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
63.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
60.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
58.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
58.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
57.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
50.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
49.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
47.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
46.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
44.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
44.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
43.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
42.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
41.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
40.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
37.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
37.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
35.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
35.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
34.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
30.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
23.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 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.
PLVAP is validated prognostic, high expression is favorable 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
369.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1234.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1063.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1047.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1034.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
945.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
877.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
828.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
773.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
745.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
713.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
706.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
643.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
639.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
634.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
633.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
630.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
622.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
579.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
571.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
569.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
549.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
545.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
533.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
533.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
528.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
514.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
502.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
500.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
488.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
470.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
470.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
462.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
443.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
425.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
420.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
413.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
412.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
408.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
404.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
397.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
393.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
391.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
381.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
380.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
370.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
368.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
360.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
359.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
353.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
352.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
341.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
332.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
328.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
323.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
320.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
316.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
313.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
301.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
295.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
293.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
285.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
273.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
256.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
241.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
239.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
238.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
236.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
223.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
215.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
211.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
191.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
190.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
183.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
182.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
165.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
154.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
154.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
141.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
134.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
127.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
120.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
114.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
97.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
94.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
79.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
73.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
72.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
68.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
65.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
56.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
56.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
51.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
45.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
30.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
21.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
PLVAP 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
40.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
684.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
638.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
544.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
476.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
212.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
193.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
189.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
167.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
160.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
151.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
146.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
144.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
139.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
133.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
133.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
115.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
101.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
101.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
100.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
95.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
93.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
87.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
86.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
83.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
81.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
79.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
77.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
75.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
72.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
71.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
71.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
70.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
68.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
66.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
65.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
62.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
62.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
60.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
59.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
55.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
55.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
51.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
50.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
50.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
49.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
49.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
49.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
48.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
48.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
47.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
47.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
46.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
45.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
45.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
45.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
45.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
43.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
41.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
41.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
41.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
41.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
39.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
38.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
38.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
38.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
38.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
37.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
37.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
37.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
36.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
36.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
36.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
36.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
36.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
35.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
35.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
34.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
34.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
33.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
32.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
31.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
31.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
30.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
30.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
30.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
30.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
30.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
29.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
29.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
29.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
29.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
28.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
28.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
28.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
28.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
27.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
27.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
27.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
26.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
25.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
25.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
25.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
24.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
24.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
24.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
23.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
23.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
23.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
23.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
23.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
22.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
21.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
21.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
21.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
21.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
21.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
21.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
20.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
20.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
20.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
19.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
19.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
18.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
18.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
17.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
17.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
17.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
16.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
15.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
15.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
11.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
11.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
10.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
10.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
10.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
9.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
8.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
8.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
8.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
8.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
8.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
7.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
6.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
6.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
6.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
5.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
5.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088760003
Tumor
1.7
CPT0010160003
Tumor
1.7
CPT0078830003
Tumor
1.6
CPT0025350003
Tumor
1.5
CPT0077490003
Tumor
1.5
CPT0012370003
Tumor
1.3
CPT0092730003
Tumor
1.2
CPT0000870016
Tumor
1.2
CPT0071150004
Tumor
1.2
CPT0065870003
Tumor
1.2
CPT0000640003
Tumor
1.1
CPT0000780007
Tumor
1.1
CPT0079480003
Tumor
1.1
CPT0009000003
Tumor
1.1
CPT0006440003
Tumor
1.1
CPT0088900003
Tumor
1.0
CPT0087040003
Tumor
1.0
CPT0019990003
Tumor
0.9
CPT0066470004
Tumor
0.9
CPT0089020003
Tumor
0.9
CPT0078930003
Tumor
0.9
CPT0063320003
Tumor
0.9
CPT0075720003
Tumor
0.9
CPT0088630003
Tumor
0.8
CPT0079230003
Tumor
0.8
CPT0012900004
Tumor
0.8
CPT0015910003
Tumor
0.8
CPT0012080003
Tumor
0.7
CPT0014370004
Tumor
0.7
CPT0006630003
Tumor
0.7
CPT0001220008
Tumor
0.7
CPT0065810003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0015810003
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0079270003
Tumor
0.6
CPT0078990003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0092790003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0086030003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0001510001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0025110003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0085670003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0001550001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0001500009
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0025290003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0075560003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0000890001
Normal
-0.3
CPT0086360003
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0089480003
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0023710001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0019160001
Normal
-0.3
CPT0006730001
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0002350011
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0088690003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0078670001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0075170001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0017410003
Tumor
-0.4
CPT0088780001
Normal
-0.4
CPT0063330001
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0009080003
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0065430003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0078660003
Tumor
-0.5
CPT0012770003
Normal
-0.5
CPT0092800003
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0088920001
Normal
-0.5
CPT0078940001
Normal
-0.6
CPT0014470001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0086370003
Normal
-0.6
CPT0077320001
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0014450004
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0086890003
Normal
-0.7
CPT0018250001
Normal
-0.7
CPT0087050003
Normal
-0.7
CPT0001340003
Tumor
-0.7
CPT0069160003
Tumor
-0.7
CPT0086970003
Normal
-0.7
CPT0088970003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0012670003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0084590001
Normal
-0.8
CPT0012280003
Tumor
-0.8
CPT0015730003
Tumor
-0.8
CPT0092190003
Normal
-0.8
CPT0020120003
Tumor
-0.9
CPT0002270011
Tumor
-1.0
CPT0023350003
Tumor
-1.1
CPT0063630003
Tumor
-1.1
CPT0081880003
Tumor
-1.1
CPT0025050003
Tumor
-1.3
CPT0076330003
Tumor
-1.4
CPT0011410003
Tumor
-1.4
CPT0088550004
Tumor
-1.5
CPT0017850003
Tumor
-1.7
CPT0084560003
Tumor
-1.7
CPT0078800003
Tumor
-2.0
CPT0012180003
Tumor
-2.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
