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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.
PNRC1 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
45.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
135.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
108.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
102.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
92.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
89.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
85.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
78.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
78.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
74.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
61.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
61.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
60.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
59.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
58.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
58.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
55.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
55.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
54.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
53.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
52.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
52.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
50.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
49.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
47.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
46.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
46.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
45.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
43.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
43.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
41.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
41.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
40.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
39.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
37.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
36.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
35.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
34.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
34.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
34.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
33.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
33.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
32.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
32.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
31.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
30.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
29.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
28.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
27.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
25.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
25.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
24.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
23.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
23.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
22.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
21.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
19.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
15.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
PNRC1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
134.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
504.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
485.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
406.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
392.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
361.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
354.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
354.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
351.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
305.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
302.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
288.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
278.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
274.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
268.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
263.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
259.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
255.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
255.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
252.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
252.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
251.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
249.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
247.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
246.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
245.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
244.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
242.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
241.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
238.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
234.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
233.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
229.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
227.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
225.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
221.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
221.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
219.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
218.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
217.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
215.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
214.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
213.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
212.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
212.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
209.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
209.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
209.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
209.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
207.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
206.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
206.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
204.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
204.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
202.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
201.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
201.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
200.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
200.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
200.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
199.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
198.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
197.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
196.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
196.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
193.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
193.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
192.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
192.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
191.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
191.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
190.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
189.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
189.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
188.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
188.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
187.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
187.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
186.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
186.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
185.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
185.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
185.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
184.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
183.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
183.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
183.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
182.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
182.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
181.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
181.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
181.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
180.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
179.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
178.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
178.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
177.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
177.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
177.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
176.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
176.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
176.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
175.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
175.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
175.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
174.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
174.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
174.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
174.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
173.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
172.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
172.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
172.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
171.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
170.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
170.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
170.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
170.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
170.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
169.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
169.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
168.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
167.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
166.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
166.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
166.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
166.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
166.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
165.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
165.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
165.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
165.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
164.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
164.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
164.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
164.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
163.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
163.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
163.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
163.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
163.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
163.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
163.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
162.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
162.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
162.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
161.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
161.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
161.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
160.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
160.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
160.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
160.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
159.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
159.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
159.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
159.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
158.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
158.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
158.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
158.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
158.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
158.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
158.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
157.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
157.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
157.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
157.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
157.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
157.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
157.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
156.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
156.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
154.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
154.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
154.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
153.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
153.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
153.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
153.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
153.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
152.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
152.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
152.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
152.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
152.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
151.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
151.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
151.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
151.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
150.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
150.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
150.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
150.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
149.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
149.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
148.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
147.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
146.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
146.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
146.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
145.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
145.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
145.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
145.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
145.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
144.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
144.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
144.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
143.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
142.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
142.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
142.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
141.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
140.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
140.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
139.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
139.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
139.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
138.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
138.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
138.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
138.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
138.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
137.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
137.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
137.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
137.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
136.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
136.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
136.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
136.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
136.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
136.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
136.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
136.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
135.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
135.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
135.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
135.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
134.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
134.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
133.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
133.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
132.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
132.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
132.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
132.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
132.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
131.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
131.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
131.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
130.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
130.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
130.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
129.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
128.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
128.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
128.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
127.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
127.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
127.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
127.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
127.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
126.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
126.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
126.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
126.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
125.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
125.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
125.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
125.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
125.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
125.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
124.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
123.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
123.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
123.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
123.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
123.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
123.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
123.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
123.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
122.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
122.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
122.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
122.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
121.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
121.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
121.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
121.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
121.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
120.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
120.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
120.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
120.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
119.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
119.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
119.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
119.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
119.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
118.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
118.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
118.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
117.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
117.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
117.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
117.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
117.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
117.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
117.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
117.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
116.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
116.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
115.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
115.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
115.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
114.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
114.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
113.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
113.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
113.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
113.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
113.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
113.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
112.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
112.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
112.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
112.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
112.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
112.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
112.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
111.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
111.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
111.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
111.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
111.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
111.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
110.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
110.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
110.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
110.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
108.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
108.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
108.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
108.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
107.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
107.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
107.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
107.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
107.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
106.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
105.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
105.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
105.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
104.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
104.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
104.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
104.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
103.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
103.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
102.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
102.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
102.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
102.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
102.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
101.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
101.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
101.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
100.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
100.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
99.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
99.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
99.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
99.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
98.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
98.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
98.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
97.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
97.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
96.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
96.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
96.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
96.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
95.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
95.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
94.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
94.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
94.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
93.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
93.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
92.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
92.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
92.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
91.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
91.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
90.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
89.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
89.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
89.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
89.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
88.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
88.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
87.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
87.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
87.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
86.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
86.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
86.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
86.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
86.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
85.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
85.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
85.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
85.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
85.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
85.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
84.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
84.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
82.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
82.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
82.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
81.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
81.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
81.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
81.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
80.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
79.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
79.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
79.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
79.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
79.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
78.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
78.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
78.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
77.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
77.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
76.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
76.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
76.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
76.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
76.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
76.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
75.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
75.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
75.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
75.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
74.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
74.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
73.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
73.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
73.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
73.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
73.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
71.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
70.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
69.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
69.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
69.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
69.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
67.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
66.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
65.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
65.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
63.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
63.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
62.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
61.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
61.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
61.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
60.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
60.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
60.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
60.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
60.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
60.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
60.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
59.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
59.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
59.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
58.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
57.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
57.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
57.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
57.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
56.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
54.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
53.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
53.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
52.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
51.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
51.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
50.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
50.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
48.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
48.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
45.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
44.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
43.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
42.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
42.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
40.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
39.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
39.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
35.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
35.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
34.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
33.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
30.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
29.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
28.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
27.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
27.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
24.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
22.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
20.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
19.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
12.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
PNRC1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
151.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
547.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
318.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
291.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
276.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
260.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
249.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
248.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
243.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
242.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
240.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
227.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
220.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
220.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
218.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
216.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
208.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
205.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
204.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
202.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
199.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
199.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
198.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
194.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
189.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
188.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
179.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
178.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
176.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
175.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
174.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
174.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
173.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
171.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
170.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
168.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
163.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
158.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
158.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
158.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
155.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
151.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
151.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
150.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
148.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
146.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
145.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
142.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
142.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
141.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
140.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
140.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
138.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
137.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
136.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
135.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
134.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
134.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
133.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
132.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
128.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
127.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
126.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
126.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
125.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
123.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
122.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
120.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
119.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
114.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
112.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
112.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
111.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
110.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
110.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
110.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
105.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
104.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
103.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
101.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
100.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
97.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
96.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
94.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
93.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
91.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
89.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
87.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
86.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
86.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
85.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
85.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
82.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
76.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
71.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
70.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
54.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
50.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
43.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
32.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PNRC1 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
72.4
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
298.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
225.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
224.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
218.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
203.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
182.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
182.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
164.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
160.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
156.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
154.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
152.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
148.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
147.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
140.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
137.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
132.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
132.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
131.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
131.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
131.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
131.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
130.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
127.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
125.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
124.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
117.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
115.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
114.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
113.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
112.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
112.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
111.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
109.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
109.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
108.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
107.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
107.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
106.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
106.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
106.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
103.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
103.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
103.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
102.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
100.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
100.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
100.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
100.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
99.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
99.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
99.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
98.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
98.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
97.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
97.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
96.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
96.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
96.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
96.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
95.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
95.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
95.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
94.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
93.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
93.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
92.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
91.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
90.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
89.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
89.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
89.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
89.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
88.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
88.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
88.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
88.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
87.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
87.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
87.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
87.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
87.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
85.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
85.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
85.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
85.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
84.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
84.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
83.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
83.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
82.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
82.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
82.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
82.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
82.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
81.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
81.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
81.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
80.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
80.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
80.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
79.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
79.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
78.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
78.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
78.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
78.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
78.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
77.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
77.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
77.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
76.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
76.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
76.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
76.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
76.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
75.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
75.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
75.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
75.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
74.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
73.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
73.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
73.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
73.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
72.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
72.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
72.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
71.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
71.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
71.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
71.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
70.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
70.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
69.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
69.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
69.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
68.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
68.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
68.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
67.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
67.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
66.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
66.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
66.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
66.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
64.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
64.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
63.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
62.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
62.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
61.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
61.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
61.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
61.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
61.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
60.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
60.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
60.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
59.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
59.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
59.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
59.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
59.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
58.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
58.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
58.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
58.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
58.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
57.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
57.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
57.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
57.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
57.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
57.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
56.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
56.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
56.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
55.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
55.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
55.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
55.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
54.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
54.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
54.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
54.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
53.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
53.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
53.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
52.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
51.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
51.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
51.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
50.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
50.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
49.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
48.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
48.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
48.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
48.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
47.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
46.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
46.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
45.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
45.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
45.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
44.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
44.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
44.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
43.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
43.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
43.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
43.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
42.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
42.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
42.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
41.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
41.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
41.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
41.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
41.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
40.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
40.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
40.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
40.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
39.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
39.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
38.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
38.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
38.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
38.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
37.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
37.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
37.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
36.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
36.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
36.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
35.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
35.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
33.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
33.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
33.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
33.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
30.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
28.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
28.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
28.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
28.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
27.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
26.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
24.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
23.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
21.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
14.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.9
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
