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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.
ZNF395 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
23.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
56.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
54.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
48.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
47.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
47.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
44.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
41.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
40.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
40.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
39.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
33.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
32.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
31.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
30.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
29.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
28.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
27.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
25.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
25.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
25.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
24.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
23.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
22.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
21.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
21.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
20.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
19.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
19.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
19.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
19.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
18.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
16.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
15.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
14.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
14.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
9.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
8.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
ZNF395 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
130.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
468.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
367.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
358.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
347.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
342.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
334.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
322.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
309.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
305.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
303.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
303.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
297.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
293.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
292.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
289.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
289.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
288.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
281.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
280.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
274.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
270.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
268.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
266.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
264.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
261.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
259.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
258.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
258.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
258.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
257.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
255.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
252.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
251.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
250.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
249.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
247.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
247.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
246.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
245.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
244.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
244.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
243.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
243.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
238.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
238.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
238.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
238.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
238.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
237.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
237.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
236.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
235.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
235.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
235.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
233.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
233.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
232.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
232.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
232.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
231.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
230.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
229.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
227.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
226.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
226.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
225.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
224.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
224.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
223.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
223.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
222.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
222.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
220.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
218.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
218.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
217.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
217.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
217.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
217.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
216.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
216.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
216.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
216.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
215.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
215.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
214.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
214.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
214.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
213.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
213.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
212.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
212.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
211.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
210.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
210.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
210.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
209.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
209.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
209.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
207.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
206.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
205.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
205.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
204.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
203.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
203.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
202.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
200.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
200.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
197.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
196.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
195.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
194.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
194.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
193.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
192.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
192.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
192.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
191.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
191.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
190.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
190.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
190.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
189.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
189.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
188.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
188.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
188.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
188.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
188.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
186.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
186.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
185.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
184.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
184.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
184.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
183.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
183.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
182.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
182.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
181.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
181.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
181.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
179.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
179.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
179.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
178.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
178.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
178.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
176.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
176.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
174.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
174.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
173.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
173.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
173.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
173.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
172.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
171.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
171.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
171.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
171.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
169.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
169.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
169.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
169.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
168.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
168.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
166.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
166.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
166.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
166.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
166.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
164.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
163.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
163.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
162.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
162.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
162.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
161.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
161.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
161.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
160.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
159.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
159.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
158.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
158.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
158.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
158.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
156.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
156.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
155.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
154.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
153.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
153.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
153.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
153.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
152.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
152.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
152.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
152.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
151.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
151.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
147.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
147.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
147.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
147.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
146.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
146.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
145.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
145.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
145.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
145.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
144.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
143.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
143.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
142.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
142.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
142.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
141.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
140.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
140.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
140.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
139.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
139.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
138.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
137.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
136.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
134.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
133.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
133.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
133.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
133.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
133.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
132.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
132.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
132.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
131.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
131.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
131.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
130.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
130.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
129.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
128.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
127.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
126.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
126.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
125.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
125.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
124.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
124.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
124.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
123.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
123.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
122.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
121.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
121.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
120.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
120.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
119.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
118.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
118.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
117.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
117.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
117.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
116.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
116.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
116.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
116.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
115.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
115.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
115.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
115.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
115.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
114.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
114.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
113.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
113.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
113.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
112.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
112.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
112.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
111.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
110.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
110.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
110.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
109.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
109.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
109.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
109.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
107.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
106.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
106.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
106.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
106.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
106.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
105.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
105.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
103.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
102.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
102.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
101.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
101.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
101.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
100.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
100.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
99.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
99.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
99.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
98.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
98.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
98.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
98.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
98.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
97.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
97.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
97.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
97.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
97.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
97.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
97.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
96.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
96.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
96.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
96.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
95.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
94.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
94.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
94.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
93.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
93.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
93.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
93.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
91.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
90.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
90.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
90.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
90.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
90.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
89.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
89.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
89.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
87.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
86.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
86.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
86.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
86.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
85.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
85.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
85.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
84.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
84.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
84.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
83.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
82.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
81.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
81.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
81.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
81.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
80.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
80.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
79.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
79.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
78.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
78.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
77.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
77.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
77.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
77.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
77.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
77.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
76.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
73.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
73.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
71.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
71.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
71.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
71.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
70.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
70.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
70.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
69.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
69.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
68.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
68.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
68.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
67.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
67.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
67.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
65.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
65.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
65.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
64.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
64.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
64.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
64.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
64.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
63.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
63.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
63.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
63.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
63.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
62.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
62.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
62.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
62.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
62.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
61.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
61.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
61.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
60.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
60.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
59.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
59.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
58.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
58.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
57.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
56.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
56.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
56.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
55.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
55.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
55.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
54.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
53.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
53.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
52.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
51.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
51.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
51.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
51.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
50.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
49.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
49.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
49.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
49.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
49.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
48.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
48.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
48.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
47.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
45.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
45.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
45.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
45.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
44.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
43.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
43.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
40.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
39.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
37.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
37.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
37.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
37.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
36.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
36.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
34.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
34.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
34.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
33.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
33.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
32.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
31.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
30.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
29.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
29.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
28.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
28.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
27.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
26.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
25.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
25.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
23.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
23.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
22.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
20.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
18.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
17.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
16.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
12.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF395 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
164.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
400.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
382.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
368.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
360.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
340.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
335.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
333.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
326.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
313.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
310.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
299.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
295.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
294.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
277.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
272.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
269.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
265.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
261.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
235.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
228.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
227.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
222.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
218.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
210.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
210.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
208.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
205.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
200.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
196.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
194.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
194.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
193.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
193.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
192.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
191.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
185.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
183.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
182.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
182.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
181.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
181.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
179.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
176.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
172.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
171.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
168.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
167.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
166.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
162.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
158.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
157.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
152.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
147.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
145.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
137.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
135.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
134.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
130.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
129.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
129.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
128.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
123.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
123.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
117.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
117.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
116.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
115.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
114.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
111.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
110.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
107.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
104.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
104.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
102.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
100.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
90.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
88.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
83.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
83.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
82.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
79.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
78.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
76.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
72.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
70.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
69.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
68.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
67.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
61.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
59.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
56.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
47.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
37.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
33.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
28.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
27.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
25.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
17.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
ZNF395 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
26.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
136.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
125.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
118.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
112.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
105.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
100.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
94.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
94.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
77.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
74.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
67.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
62.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
60.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
59.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
57.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
57.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
56.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
56.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
55.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
54.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
49.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
48.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
47.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
47.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
47.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
47.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
45.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
44.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
43.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
42.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
42.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
41.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
41.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
41.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
40.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
40.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
40.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
40.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
40.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
39.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
39.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
38.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
38.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
38.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
38.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
38.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
36.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
35.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
35.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
35.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
35.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
35.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
34.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
34.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
34.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
34.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
34.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
34.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
34.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
33.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
32.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
32.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
32.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
32.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
32.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
31.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
31.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
30.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
30.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
30.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
30.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
29.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
29.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
29.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
29.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
29.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
29.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
28.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
28.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
28.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
27.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
27.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
27.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
27.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
27.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
26.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
26.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
26.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
26.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
26.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
26.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
26.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
25.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
25.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
25.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
25.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
24.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
24.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
24.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
23.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
23.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
23.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
23.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
22.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
22.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
21.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
21.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
21.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
21.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
21.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
21.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
20.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
20.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
20.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
20.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
19.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
19.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
18.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
18.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
18.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
18.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
18.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
17.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
16.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
16.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
13.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
11.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
11.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
9.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009000003
Tumor
1.4
CPT0006900003
Tumor
1.1
CPT0069000003
Tumor
1.0
CPT0086950003
Tumor
1.0
CPT0026410003
Tumor
0.9
CPT0025580004
Tumor
0.9
CPT0025290003
Tumor
0.9
CPT0006630003
Tumor
0.9
CPT0025350003
Tumor
0.9
CPT0006440003
Tumor
0.9
CPT0065930003
Tumor
0.8
CPT0089020003
Tumor
0.8
CPT0019990003
Tumor
0.8
CPT0078510003
Tumor
0.8
CPT0010160003
Tumor
0.8
CPT0087040003
Tumor
0.8
CPT0064370003
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0007860003
Tumor
0.7
CPT0065750003
Tumor
0.6
CPT0079380003
Tumor
0.6
CPT0077310003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0079480003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0002350011
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0019130003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0063630003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0010110003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0088900003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0064400001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0006730001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0069010001
Normal
-0.4
CPT0023350003
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0088550004
Tumor
-0.4
CPT0088570001
Normal
-0.4
CPT0012920003
Normal
-0.4
CPT0069160003
Tumor
-0.4
CPT0014470001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0020020001
Normal
-0.5
CPT0079000001
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0089040001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0001270001
Normal
-0.6
CPT0017450001
Normal
-0.6
CPT0006530001
Normal
-0.7
CPT0066430001
Normal
-0.7
CPT0078800003
Tumor
-0.7
CPT0079430001
Normal
-0.7
CPT0088500001
Normal
-0.8
CPT0077320001
Normal
-0.8
CPT0002270011
Tumor
-0.9
CPT0084590001
Normal
-0.9
CPT0088970003
Tumor
-0.9
CPT0069190001
Normal
-1.1
CPT0000790001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0023710001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0001550001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0086370003
Normal
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
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
