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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.
TMEM98 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
26.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
224.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
144.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
127.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
123.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
118.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
100.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
88.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
76.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
69.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
63.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
53.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
51.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
49.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
44.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
36.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
21.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
10.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
5.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
2.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
TMEM98 is potential 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
47.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
223.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
216.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
159.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
153.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
152.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
145.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
144.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
143.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
141.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
137.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
136.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
133.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
133.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
129.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
126.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
123.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
123.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
123.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
122.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
116.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
116.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
115.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
113.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
109.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
109.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
108.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
107.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
106.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
106.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
105.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
102.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
102.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
102.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
100.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
99.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
99.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
98.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
98.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
97.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
96.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
96.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
95.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
95.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
94.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
94.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
93.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
93.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
93.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
92.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
92.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
90.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
90.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
88.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
88.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
88.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
87.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
87.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
86.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
85.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
85.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
85.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
84.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
84.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
83.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
83.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
83.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
82.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
82.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
82.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
81.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
81.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
80.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
80.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
80.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
80.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
80.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
79.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
79.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
78.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
78.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
77.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
77.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
77.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
77.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
77.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
76.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
76.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
76.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
75.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
75.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
74.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
74.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
73.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
73.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
73.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
73.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
72.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
72.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
72.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
72.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
71.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
70.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
70.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
70.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
70.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
69.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
69.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
69.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
69.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
68.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
68.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
68.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
68.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
67.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
67.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
67.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
67.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
67.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
66.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
66.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
66.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
66.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
66.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
65.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
64.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
64.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
64.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
64.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
64.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
64.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
63.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
63.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
63.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
63.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
62.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
62.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
62.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
62.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
61.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
61.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
60.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
60.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
60.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
60.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
60.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
60.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
59.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
59.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
59.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
59.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
58.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
58.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
58.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
58.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
57.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
57.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
57.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
57.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
57.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
57.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
56.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
56.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
56.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
56.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
56.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
56.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
56.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
55.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
55.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
55.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
55.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
55.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
55.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
55.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
55.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
55.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
55.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
55.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
55.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
54.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
54.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
54.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
54.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
54.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
54.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
54.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
54.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
54.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
53.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
53.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
53.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
53.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
52.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
51.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
51.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
50.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
50.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
50.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
50.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
50.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
50.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
50.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
49.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
49.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
49.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
48.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
48.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
48.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
48.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
48.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
47.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
47.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
47.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
47.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
47.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
47.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
46.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
46.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
46.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
46.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
46.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
46.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
46.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
46.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
45.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
45.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
45.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
45.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
45.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
45.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
45.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
45.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
44.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
44.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
44.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
44.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
43.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
43.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
43.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
43.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
43.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
43.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
43.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
43.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
43.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
42.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
42.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
42.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
42.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
42.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
42.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
42.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
41.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
41.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
41.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
41.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
41.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
41.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
41.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
41.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
40.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
40.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
40.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
40.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
40.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
39.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
39.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
39.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
38.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
38.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
38.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
38.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
38.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
38.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
37.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
37.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
37.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
37.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
37.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
37.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
36.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
36.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
36.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
36.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
35.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
35.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
35.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
35.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
34.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
34.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
34.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
34.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
34.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
34.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
33.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
33.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
33.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
33.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
32.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
32.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
32.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
32.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
31.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
31.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
31.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
31.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
30.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
30.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
30.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
30.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
30.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
30.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
30.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
30.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
29.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
29.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
29.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
28.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
28.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
28.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
28.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
27.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
27.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
27.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
26.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
26.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
25.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
24.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
24.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
24.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
24.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
23.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
23.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
23.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
23.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
22.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
22.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
21.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
21.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
21.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
20.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
20.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
16.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
14.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
13.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
9.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
7.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
6.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
6.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
4.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
4.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
3.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 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.
TMEM98 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
53.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
325.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
186.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
175.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
166.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
118.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
114.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
108.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
107.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
105.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
104.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
97.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
94.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
87.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
86.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
86.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
83.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
83.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
82.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
80.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
78.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
77.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
73.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
72.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
70.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
69.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
67.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
67.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
66.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
66.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
63.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
62.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
62.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
59.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
59.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
59.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
58.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
58.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
57.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
56.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
54.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
52.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
51.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
51.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
49.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
49.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
49.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
48.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
47.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
47.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
46.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
45.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
42.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
42.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
42.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
42.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
40.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
40.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
39.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
38.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
38.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
35.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
33.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
33.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
32.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
32.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
30.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
29.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
17.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
16.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
9.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
8.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
5.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
4.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
3.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
2.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 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.
TMEM98 is potential prognostic, high expression is favorable 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
191.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1304.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1127.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1081.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1016.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
1008.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
855.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
790.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
763.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
699.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
689.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
668.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
667.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
647.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
635.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
634.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
613.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
610.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
588.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
587.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
586.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
584.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
571.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
565.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
544.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
515.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
506.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
498.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
482.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
475.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
430.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
409.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
387.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
356.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
355.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
351.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
348.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
342.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
341.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
335.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
333.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
328.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
326.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
321.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
319.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
314.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
310.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
294.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
291.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
284.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
282.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
281.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
265.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
265.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
265.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
261.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
261.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
256.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
255.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
254.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
247.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
242.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
239.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
238.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
237.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
235.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
233.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
232.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
221.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
221.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
221.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
217.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
215.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
214.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
211.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
208.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
206.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
205.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
202.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
201.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
198.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
198.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
195.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
194.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
190.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
189.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
184.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
181.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
181.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
180.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
180.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
179.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
179.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
178.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
178.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
174.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
172.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
172.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
171.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
170.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
170.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
170.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
169.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
168.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
163.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
163.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
163.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
161.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
161.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
159.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
158.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
158.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
157.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
156.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
156.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
155.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
154.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
150.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
150.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
149.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
145.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
145.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
145.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
144.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
144.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
143.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
143.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
142.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
141.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
139.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
139.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
139.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
138.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
135.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
135.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
134.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
133.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
132.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
131.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
129.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
129.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
129.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
128.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
127.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
126.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
126.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
125.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
124.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
124.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
123.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
122.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
122.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
121.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
120.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
119.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
118.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
118.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
117.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
117.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
117.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
116.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
116.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
115.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
115.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
114.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
114.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
112.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
111.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
110.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
110.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
110.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
109.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
107.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
106.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
106.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
106.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
105.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
105.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
104.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
104.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
102.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
99.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
98.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
97.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
95.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
95.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
93.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
92.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
91.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
89.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
87.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
87.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
87.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
86.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
85.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
85.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
84.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
84.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
83.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
83.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
82.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
80.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
79.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
79.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
79.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
78.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
77.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
76.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
76.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
75.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
74.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
72.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
72.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
71.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
70.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
70.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
70.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
69.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
69.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
67.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
66.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
65.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
64.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
64.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
63.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
63.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
62.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
62.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
62.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
62.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
61.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
60.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
59.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
57.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
53.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
51.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
51.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
47.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
47.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
47.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
47.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
46.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
44.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
44.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
44.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
41.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
40.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
38.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
38.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
34.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
34.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
33.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
32.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
31.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
28.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
28.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
27.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
23.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
23.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
7.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
