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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.
ITM2C 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
28.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
260.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
99.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
92.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
78.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
75.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
74.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
68.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
68.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
55.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
55.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
48.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
48.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
43.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
43.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
31.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
29.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
28.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
27.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
27.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
26.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
25.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
21.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
14.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
13.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
11.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
ITM2C 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
88.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
778.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
759.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
652.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
594.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
545.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
481.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
468.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
426.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
416.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
378.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
369.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
356.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
333.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
310.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
292.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
240.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
227.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
219.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
216.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
216.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
196.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
194.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
193.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
192.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
187.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
185.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
178.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
176.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
175.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
169.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
167.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
166.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
162.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
161.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
160.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
160.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
159.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
159.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
155.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
155.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
152.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
151.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
150.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
149.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
146.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
146.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
144.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
144.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
144.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
144.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
144.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
143.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
143.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
142.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
142.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
141.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
138.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
138.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
137.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
135.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
135.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
135.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
134.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
134.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
134.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
134.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
133.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
133.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
132.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
132.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
131.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
129.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
128.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
128.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
128.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
127.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
127.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
127.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
127.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
125.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
125.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
125.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
125.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
124.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
123.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
123.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
123.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
123.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
120.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
119.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
119.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
118.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
117.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
117.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
117.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
117.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
116.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
116.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
115.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
115.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
115.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
114.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
113.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
113.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
112.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
112.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
111.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
111.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
111.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
111.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
110.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
109.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
109.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
109.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
109.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
109.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
109.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
108.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
107.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
107.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
106.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
106.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
105.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
105.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
104.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
103.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
103.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
103.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
103.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
103.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
102.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
102.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
102.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
102.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
101.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
101.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
101.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
101.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
101.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
100.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
100.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
100.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
100.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
98.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
98.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
98.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
98.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
98.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
97.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
97.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
97.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
97.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
97.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
97.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
97.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
96.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
96.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
96.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
95.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
95.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
95.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
95.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
94.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
94.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
94.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
93.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
93.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
93.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
93.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
92.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
92.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
92.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
92.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
92.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
91.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
91.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
91.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
91.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
90.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
90.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
89.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
89.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
89.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
88.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
88.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
88.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
88.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
88.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
87.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
87.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
87.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
87.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
87.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
87.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
87.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
86.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
86.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
86.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
85.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
85.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
85.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
84.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
84.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
84.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
84.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
84.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
83.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
83.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
83.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
83.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
82.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
82.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
82.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
82.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
82.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
81.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
81.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
81.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
81.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
81.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
81.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
80.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
80.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
80.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
80.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
80.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
79.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
79.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
79.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
79.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
78.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
78.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
78.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
78.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
78.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
78.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
78.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
77.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
77.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
76.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
76.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
75.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
75.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
75.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
75.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
75.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
75.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
75.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
74.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
74.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
74.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
74.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
74.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
73.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
73.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
73.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
72.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
72.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
72.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
72.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
72.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
72.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
72.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
72.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
71.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
71.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
70.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
70.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
70.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
70.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
70.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
69.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
69.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
69.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
69.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
69.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
68.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
68.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
68.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
68.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
67.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
67.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
67.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
67.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
67.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
67.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
67.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
67.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
66.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
66.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
66.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
66.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
66.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
65.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
65.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
65.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
65.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
65.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
64.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
64.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
63.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
63.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
63.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
62.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
62.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
62.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
62.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
62.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
62.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
62.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
61.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
61.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
61.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
61.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
61.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
61.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
60.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
60.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
60.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
60.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
60.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
60.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
60.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
60.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
59.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
59.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
59.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
59.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
59.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
59.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
58.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
58.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
58.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
58.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
58.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
57.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
57.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
57.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
57.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
57.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
57.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
57.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
57.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
56.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
56.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
55.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
55.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
55.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
55.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
55.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
55.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
55.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
55.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
55.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
54.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
54.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
54.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
53.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
53.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
53.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
52.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
52.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
52.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
52.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
51.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
51.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
51.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
51.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
51.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
51.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
51.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
50.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
50.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
50.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
50.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
49.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
49.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
49.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
49.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
49.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
49.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
49.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
49.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
49.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
48.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
48.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
48.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
48.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
47.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
47.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
46.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
46.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
46.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
46.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
46.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
46.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
45.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
45.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
45.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
45.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
44.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
44.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
44.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
44.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
43.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
43.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
43.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
43.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
43.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
43.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
43.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
43.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
41.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
41.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
41.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
41.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
41.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
40.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
40.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
40.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
39.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
39.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
39.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
39.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
39.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
39.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
39.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
39.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
38.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
38.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
38.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
38.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
38.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
38.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
37.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
37.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
37.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
36.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
36.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
34.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
34.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
33.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
32.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
32.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
31.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
31.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
31.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
31.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
31.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
31.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
31.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
31.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
30.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
30.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
30.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
29.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
28.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
27.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
27.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
27.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
27.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
27.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
27.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
26.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
25.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
24.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
24.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
23.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
23.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
22.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
17.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
15.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
14.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
ITM2C 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
56.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
168.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
141.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
118.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
117.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
117.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
104.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
103.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
93.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
93.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
92.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
90.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
89.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
87.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
83.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
83.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
82.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
82.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
81.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
81.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
80.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
75.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
74.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
74.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
74.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
74.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
72.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
72.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
71.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
69.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
68.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
66.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
63.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
62.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
61.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
59.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
57.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
57.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
56.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
56.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
55.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
53.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
53.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
52.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
52.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
51.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
51.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
51.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
48.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
48.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
48.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
47.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
47.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
46.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
46.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
45.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
45.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
44.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
44.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
43.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
43.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
41.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
41.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
40.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
40.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
39.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
39.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
38.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
38.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
37.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
37.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
36.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
35.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
35.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
35.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
35.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
33.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
31.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
24.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
22.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
ITM2C is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
132.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
965.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
730.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
704.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
678.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
619.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
500.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
470.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
387.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
383.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
378.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
370.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
366.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
353.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
332.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
324.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
322.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
319.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
318.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
317.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
310.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
306.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
291.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
283.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
270.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
266.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
254.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
254.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
250.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
238.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
237.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
235.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
233.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
232.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
231.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
229.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
224.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
221.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
216.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
215.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
214.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
214.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
212.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
212.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
209.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
209.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
208.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
206.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
204.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
196.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
195.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
195.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
192.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
189.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
187.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
187.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
179.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
179.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
178.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
175.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
173.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
171.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
169.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
168.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
166.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
165.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
165.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
164.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
160.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
160.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
159.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
157.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
156.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
154.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
152.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
152.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
151.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
151.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
150.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
150.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
145.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
144.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
143.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
142.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
142.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
141.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
141.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
141.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
140.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
139.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
139.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
137.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
136.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
133.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
133.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
131.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
130.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
130.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
129.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
129.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
129.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
128.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
128.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
127.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
125.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
124.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
124.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
123.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
123.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
122.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
121.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
121.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
120.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
119.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
119.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
119.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
118.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
118.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
117.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
117.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
117.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
117.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
116.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
116.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
115.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
114.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
114.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
114.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
114.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
113.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
112.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
112.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
111.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
111.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
110.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
110.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
109.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
109.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
106.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
106.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
105.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
104.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
102.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
102.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
102.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
102.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
101.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
101.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
101.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
100.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
99.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
98.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
97.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
96.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
96.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
95.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
95.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
95.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
94.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
94.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
94.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
93.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
93.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
92.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
92.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
92.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
91.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
91.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
90.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
90.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
90.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
90.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
89.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
88.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
87.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
87.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
86.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
86.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
85.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
85.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
84.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
83.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
83.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
82.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
80.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
80.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
79.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
78.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
78.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
75.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
75.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
75.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
74.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
73.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
73.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
72.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
72.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
71.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
71.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
71.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
70.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
70.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
69.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
69.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
67.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
67.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
67.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
67.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
65.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
65.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
64.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
63.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
63.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
63.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
63.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
61.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
60.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
59.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
59.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
59.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
58.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
58.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
58.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
57.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
57.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
57.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
56.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
55.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
53.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
53.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
51.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
50.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
50.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
50.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
48.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
47.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
46.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
46.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
45.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
45.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
44.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
44.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
44.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
43.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
42.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
42.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
42.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
42.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
41.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
40.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
40.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
39.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
38.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
38.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
38.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
37.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
36.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
36.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
34.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
31.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
31.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
30.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
27.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
24.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
23.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
21.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
20.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
15.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
14.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
11.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0077310003
Tumor
1.5
CPT0064370003
Tumor
1.3
CPT0007860003
Tumor
1.0
CPT0019990003
Tumor
0.7
CPT0088550004
Tumor
0.7
CPT0092790003
Tumor
0.7
CPT0076330003
Tumor
0.6
CPT0066470004
Tumor
0.5
CPT0063640001
Normal
0.5
CPT0065820001
Normal
0.5
CPT0088710001
Normal
0.4
CPT0087040003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0002370001
Normal
0.4
CPT0077490003
Tumor
0.4
CPT0087050003
Normal
0.4
CPT0002270011
Tumor
0.4
CPT0086970003
Normal
0.3
CPT0001510001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0088780001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0092190003
Normal
0.2
CPT0088640003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0000660001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0075570001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0088970003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0088570001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0085670003
Tumor
-0.2
CPT0077320001
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0079430001
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0006530001
Normal
-0.3
CPT0000640003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0015730003
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0023350003
Tumor
-0.4
CPT0014470001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0081600003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0007870001
Normal
-0.5
CPT0079410003
Tumor
-0.5
CPT0079270003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0010110003
Tumor
-0.6
CPT0088690003
Tumor
-0.8
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0025880003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0006730001
Normal
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0014350001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0007470001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0007320003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0065870003
Tumor
N/A
CPT0092740003
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0000890001
Normal
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
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.
The Human Protein Atlas project is funded
