We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TMEM101 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
252.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1185.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
946.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
900.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
867.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
665.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
500.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
475.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
463.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
458.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
425.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
392.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
374.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
323.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
318.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
316.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
294.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
292.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
285.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
284.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
280.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
277.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
272.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
264.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
256.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
253.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
250.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
247.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
245.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
243.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
236.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
216.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
197.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
178.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
174.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
167.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
149.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
149.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
146.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
144.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
140.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
134.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
132.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
123.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
120.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
111.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
110.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
99.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
93.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
92.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
91.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
88.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
87.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
79.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
72.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
61.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
53.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
52.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
48.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
43.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
41.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
39.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
38.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
37.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 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.
TMEM101 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
40.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2612.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
579.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
565.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
534.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
377.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
360.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
347.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
304.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
233.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
231.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
226.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
159.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
140.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
138.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
130.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
118.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
104.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
64.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
62.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
59.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
58.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
56.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
56.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
50.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
49.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
49.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
49.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
47.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
47.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
46.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
45.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
45.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
44.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
43.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
42.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
42.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
42.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
41.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
41.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
41.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
41.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
40.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
40.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
40.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
39.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
39.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
39.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
39.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
38.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
38.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
38.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
38.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
38.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
38.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
38.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
38.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
38.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
38.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
37.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
37.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
37.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
37.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
37.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
37.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
37.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
37.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
37.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
37.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
36.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
36.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
36.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
36.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
36.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
36.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
36.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
36.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
36.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
36.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
36.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
36.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
36.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
36.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
36.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
36.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
35.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
35.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
35.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
35.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
35.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
35.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
35.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
35.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
35.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
35.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
35.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
34.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
34.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
34.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
34.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
34.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
34.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
34.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
34.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
34.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
34.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
34.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
34.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
34.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
34.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
34.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
34.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
34.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
33.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
33.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
33.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
33.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
33.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
33.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
33.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
33.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
33.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
33.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
33.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
33.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
33.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
33.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
33.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
33.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
32.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
32.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
32.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
32.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
32.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
32.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
32.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
32.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
32.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
32.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
32.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
32.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
32.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
31.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
31.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
31.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
31.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
31.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
31.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
31.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
30.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
30.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
30.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
30.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
30.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
30.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
30.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
30.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
30.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
30.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
30.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
30.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
30.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
30.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
29.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
29.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
29.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
29.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
29.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
29.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
29.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
29.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
29.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
29.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
29.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
29.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
28.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
28.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
28.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
28.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
28.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
28.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
28.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
28.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
28.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
28.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
28.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
28.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
28.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
28.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
28.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
28.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
28.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
28.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
28.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
27.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
27.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
27.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
27.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
27.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
27.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
27.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
27.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
27.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
27.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
27.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
27.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
27.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
27.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
27.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
27.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
27.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
27.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
26.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
26.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
26.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
26.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
26.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
26.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
26.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
26.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
26.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
26.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
26.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
26.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
26.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
26.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
26.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
26.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
25.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
25.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
25.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
25.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
25.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
25.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
25.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
25.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
25.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
25.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
25.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
24.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
24.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
24.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
24.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
24.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
24.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
24.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
24.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
24.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
23.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
23.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
23.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
23.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
23.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
23.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
23.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
23.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
23.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
23.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
22.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
22.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
22.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
22.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
22.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
22.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
22.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
22.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
22.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
21.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
20.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
20.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
20.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
20.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
20.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
19.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
18.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
18.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
18.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
18.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
16.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
16.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
14.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
13.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
TMEM101 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
25.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
51.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
47.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
44.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
36.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
36.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
35.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
34.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
34.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
33.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
33.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
33.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
32.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
32.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
32.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
31.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
29.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
28.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
27.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
27.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
26.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
26.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
26.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
26.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
26.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
25.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
25.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
24.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
24.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
24.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
24.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
24.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
24.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
23.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
23.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
23.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
22.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
21.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
21.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
21.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
20.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
20.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
19.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
TMEM101 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
41.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
544.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
378.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
312.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
306.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
103.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
100.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
84.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
82.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
82.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
75.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
73.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
70.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
69.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
69.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
67.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
67.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
67.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
66.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
64.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
63.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
62.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
60.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
59.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
59.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
59.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
59.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
58.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
58.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
57.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
56.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
55.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
54.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
54.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
53.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
53.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
51.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
50.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
50.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
50.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
50.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
50.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
49.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
48.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
48.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
48.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
48.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
47.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
47.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
47.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
47.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
47.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
46.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
46.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
46.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
46.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
46.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
46.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
46.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
46.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
46.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
45.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
45.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
45.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
44.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
44.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
44.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
44.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
43.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
43.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
43.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
43.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
43.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
42.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
42.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
42.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
41.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
41.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
41.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
41.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
41.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
41.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
41.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
40.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
40.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
40.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
40.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
40.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
40.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
40.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
40.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
40.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
40.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
40.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
40.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
39.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
39.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
39.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
39.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
39.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
39.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
38.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
38.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
38.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
38.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
38.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
38.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
38.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
37.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
37.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
37.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
37.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
37.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
37.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
37.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
37.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
36.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
36.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
36.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
36.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
36.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
36.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
36.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
36.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
35.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
35.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
35.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
35.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
35.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
35.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
35.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
35.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
34.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
34.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
34.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
34.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
34.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
34.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
34.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
33.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
33.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
33.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
33.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
33.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
33.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
33.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
33.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
32.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
32.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
32.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
32.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
32.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
32.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
31.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
31.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
31.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
31.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
30.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
30.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
30.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
30.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
30.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
30.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
30.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
30.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
30.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
29.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
29.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
29.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
29.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
29.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
28.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
28.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
28.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
28.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
27.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
27.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
27.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
27.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
27.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
27.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
27.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
27.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
26.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
26.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
26.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
26.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
26.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
25.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
25.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
25.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
25.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
25.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
24.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
24.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
24.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
24.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
24.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
24.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
23.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
23.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
23.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
23.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
21.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
21.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
20.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
20.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
20.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
20.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
20.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
20.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
19.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
18.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
18.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
17.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
17.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
16.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
8.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092290003
Tumor
1.8
CPT0025110003
Tumor
1.4
CPT0015910003
Tumor
1.3
CPT0012180003
Tumor
1.2
CPT0063320003
Tumor
1.1
CPT0081880003
Tumor
0.8
CPT0078660003
Tumor
0.8
CPT0014160003
Tumor
0.7
CPT0079270003
Tumor
0.7
CPT0065450001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0001340003
Tumor
0.6
CPT0001190001
Normal
0.6
CPT0063330001
Normal
0.5
CPT0086890003
Normal
0.4
CPT0069160003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0092800003
Normal
0.3
CPT0089480003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0081990003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0088630003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0017850003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0078830003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0007870001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0001550001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0065430003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0075570001
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0025610001
Normal
-0.3
CPT0088550004
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0065930003
Tumor
-0.4
CPT0076350001
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0007860003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0000640003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0088690003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0001180009
Tumor
-0.5
CPT0000780007
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0001540009
Tumor
-0.9
CPT0014470001
Normal
-1.2
CPT0019130003
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0025230003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014370004
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0079000001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0086030003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0019160001
Normal
N/A
CPT0010160003
Tumor
N/A
CPT0015730003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
Show allShow less
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
