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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM91 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
4.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
26.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
12.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
11.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
8.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
5.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
2.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
TMEM91 is not prognostic 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
108.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
785.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
707.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
548.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
463.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
419.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
411.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
392.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
378.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
374.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
372.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
351.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
348.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
327.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
320.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
316.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
313.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
311.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
308.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
294.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
294.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
293.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
291.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
288.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
284.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
277.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
276.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
274.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
271.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
269.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
267.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
264.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
261.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
260.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
254.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
250.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
250.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
246.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
245.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
243.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
241.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
238.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
231.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
229.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
229.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
228.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
227.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
226.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
225.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
220.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
220.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
218.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
218.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
214.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
213.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
210.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
208.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
204.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
202.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
201.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
200.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
200.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
199.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
196.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
196.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
196.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
195.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
194.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
194.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
193.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
193.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
192.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
190.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
190.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
189.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
188.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
186.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
186.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
184.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
184.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
184.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
184.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
184.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
183.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
182.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
181.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
180.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
180.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
179.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
179.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
177.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
176.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
175.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
174.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
173.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
172.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
171.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
171.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
170.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
168.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
167.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
167.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
166.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
166.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
165.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
165.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
163.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
163.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
163.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
162.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
161.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
161.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
161.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
160.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
159.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
159.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
159.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
159.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
158.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
158.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
157.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
155.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
154.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
154.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
153.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
152.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
150.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
148.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
148.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
147.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
146.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
146.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
146.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
145.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
145.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
144.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
140.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
140.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
140.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
140.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
140.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
140.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
139.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
137.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
137.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
137.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
136.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
136.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
135.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
134.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
133.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
133.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
133.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
133.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
132.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
132.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
131.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
131.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
129.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
128.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
128.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
128.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
128.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
127.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
127.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
126.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
126.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
126.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
126.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
124.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
124.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
124.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
124.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
123.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
123.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
122.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
122.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
122.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
121.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
121.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
120.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
120.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
119.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
118.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
118.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
118.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
118.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
118.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
117.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
117.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
117.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
117.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
117.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
116.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
115.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
114.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
114.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
114.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
114.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
114.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
114.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
113.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
113.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
113.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
112.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
112.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
112.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
111.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
111.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
111.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
111.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
111.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
111.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
110.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
109.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
109.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
108.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
107.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
107.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
107.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
106.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
106.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
106.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
105.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
105.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
105.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
104.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
104.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
103.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
103.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
103.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
102.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
102.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
101.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
100.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
100.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
99.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
98.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
98.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
98.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
98.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
98.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
97.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
96.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
96.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
95.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
95.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
95.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
95.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
94.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
94.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
93.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
93.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
92.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
92.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
92.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
92.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
92.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
91.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
91.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
90.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
90.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
90.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
90.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
90.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
89.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
89.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
88.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
88.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
87.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
87.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
87.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
86.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
86.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
86.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
85.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
85.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
85.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
84.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
83.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
83.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
83.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
83.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
82.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
82.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
81.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
81.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
81.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
81.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
81.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
80.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
80.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
80.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
80.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
80.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
79.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
79.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
79.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
79.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
78.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
78.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
77.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
77.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
77.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
76.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
76.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
75.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
74.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
73.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
72.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
71.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
70.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
69.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
69.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
69.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
69.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
68.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
67.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
66.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
66.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
66.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
65.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
65.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
65.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
65.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
65.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
64.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
64.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
64.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
64.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
63.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
63.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
63.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
63.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
63.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
63.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
61.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
61.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
61.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
61.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
61.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
61.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
60.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
60.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
60.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
59.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
59.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
59.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
58.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
58.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
58.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
57.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
57.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
57.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
56.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
56.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
56.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
56.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
55.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
54.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
53.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
53.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
52.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
51.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
51.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
51.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
51.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
51.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
50.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
50.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
50.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
50.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
50.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
49.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
49.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
48.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
48.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
48.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
48.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
48.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
47.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
47.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
47.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
47.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
46.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
46.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
46.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
46.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
46.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
45.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
44.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
44.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
44.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
44.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
43.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
43.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
41.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
41.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
40.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
40.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
39.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
39.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
38.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
37.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
37.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
37.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
37.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
36.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
36.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
35.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
33.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
33.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
33.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
33.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
33.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
33.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
32.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
32.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
31.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
30.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
30.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
29.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
28.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
27.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
27.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
27.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
27.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
26.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
26.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
26.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
25.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
24.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
24.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
24.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
23.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
19.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
19.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
18.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
12.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
9.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
8.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
7.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
7.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
6.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
4.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
3.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 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.
TMEM91 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
118.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
554.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
379.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
353.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
337.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
305.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
302.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
301.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
288.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
288.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
259.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
250.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
242.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
222.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
203.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
199.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
194.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
186.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
182.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
181.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
170.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
167.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
167.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
151.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
150.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
147.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
147.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
144.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
141.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
140.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
138.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
136.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
128.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
127.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
126.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
124.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
123.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
122.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
119.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
117.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
109.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
107.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
107.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
106.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
104.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
104.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
104.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
103.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
102.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
101.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
100.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
97.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
97.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
96.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
94.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
93.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
89.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
88.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
87.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
85.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
84.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
81.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
78.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
78.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
75.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
74.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
74.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
73.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
70.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
70.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
67.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
64.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
60.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
58.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
56.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
54.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
54.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
53.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
51.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
49.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
45.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
45.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
40.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
39.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
37.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
34.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
32.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
12.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
10.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
9.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
5.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
4.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM91 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
13.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
338.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
273.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
183.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
49.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
49.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
49.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
44.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
42.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
41.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
38.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
34.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
34.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
34.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
34.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
33.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
30.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
27.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
27.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
27.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
26.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
25.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
25.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
25.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
23.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
23.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
22.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
21.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
21.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
20.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
20.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
20.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
20.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
20.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
19.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
19.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
19.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
16.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
16.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
15.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
15.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
15.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
14.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
11.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
11.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
11.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
10.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
10.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
10.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
10.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
9.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
9.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
9.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
9.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
9.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
8.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
8.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
8.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
8.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
7.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
7.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
7.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
7.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
7.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
7.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
6.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
6.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
6.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
6.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
6.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
6.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
5.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
5.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
5.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
5.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
4.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
4.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
4.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
4.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
4.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
4.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
4.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
3.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
3.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
3.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
3.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
3.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
3.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
3.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
3.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
3.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
2.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
2.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
2.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
2.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
0.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
