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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.
DNPH1 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
44.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
127.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
110.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
106.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
103.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
102.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
100.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
81.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
78.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
74.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
64.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
61.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
57.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
57.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
56.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
56.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
53.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
50.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
48.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
48.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
47.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
46.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
44.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
43.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
41.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
40.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
40.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
37.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
37.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
35.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
35.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
35.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
35.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
34.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
34.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
32.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
32.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
31.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
31.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
31.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
30.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
30.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
29.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
27.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
27.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
26.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
25.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
24.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
23.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
22.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
21.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
18.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 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.
DNPH1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
99.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
353.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
330.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
322.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
311.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
281.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
274.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
265.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
250.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
248.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
243.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
235.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
231.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
231.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
230.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
225.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
222.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
221.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
220.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
213.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
213.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
209.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
206.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
205.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
205.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
203.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
202.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
199.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
198.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
198.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
194.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
192.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
189.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
187.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
185.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
184.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
184.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
184.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
182.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
181.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
179.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
178.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
178.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
176.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
176.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
172.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
171.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
171.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
170.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
169.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
169.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
168.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
167.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
166.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
164.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
164.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
163.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
163.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
162.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
162.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
162.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
162.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
161.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
160.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
160.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
158.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
158.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
157.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
156.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
156.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
156.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
155.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
155.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
155.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
154.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
153.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
151.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
151.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
151.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
151.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
150.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
150.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
150.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
149.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
147.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
147.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
145.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
145.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
143.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
142.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
142.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
141.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
140.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
140.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
139.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
139.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
139.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
137.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
137.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
137.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
137.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
137.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
136.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
135.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
134.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
134.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
134.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
134.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
133.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
133.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
132.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
132.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
132.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
131.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
131.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
130.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
129.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
129.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
129.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
128.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
128.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
128.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
127.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
127.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
127.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
127.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
127.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
127.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
126.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
126.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
126.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
126.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
125.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
125.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
125.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
124.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
123.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
123.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
123.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
123.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
123.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
123.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
123.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
122.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
122.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
122.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
122.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
122.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
121.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
121.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
120.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
120.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
119.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
119.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
119.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
119.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
118.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
117.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
117.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
116.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
116.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
116.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
116.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
116.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
115.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
115.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
115.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
114.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
114.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
112.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
112.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
112.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
112.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
111.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
111.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
111.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
109.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
109.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
109.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
109.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
108.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
108.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
107.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
107.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
107.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
107.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
106.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
106.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
106.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
106.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
106.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
106.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
106.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
106.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
105.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
105.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
105.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
105.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
105.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
105.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
105.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
104.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
104.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
104.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
104.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
104.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
103.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
103.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
103.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
103.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
102.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
102.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
102.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
102.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
101.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
101.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
101.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
99.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
99.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
99.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
99.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
99.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
99.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
98.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
98.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
98.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
98.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
98.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
98.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
98.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
97.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
97.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
97.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
97.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
97.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
97.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
97.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
96.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
96.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
96.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
96.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
96.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
96.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
95.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
95.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
95.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
94.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
94.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
94.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
93.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
93.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
93.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
92.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
92.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
92.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
92.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
92.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
92.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
92.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
92.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
91.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
91.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
91.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
91.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
90.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
90.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
90.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
90.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
88.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
88.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
88.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
88.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
88.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
87.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
87.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
87.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
87.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
86.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
86.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
86.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
86.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
86.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
86.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
85.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
85.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
84.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
84.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
84.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
84.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
84.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
84.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
83.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
82.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
81.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
81.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
81.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
81.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
81.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
81.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
80.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
80.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
79.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
79.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
79.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
79.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
78.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
78.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
78.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
78.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
78.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
78.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
77.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
77.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
77.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
77.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
77.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
76.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
76.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
76.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
76.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
75.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
74.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
74.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
74.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
74.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
74.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
74.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
74.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
74.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
73.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
73.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
73.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
73.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
73.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
73.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
72.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
72.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
72.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
72.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
71.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
71.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
71.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
71.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
71.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
71.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
71.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
70.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
70.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
70.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
69.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
69.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
69.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
69.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
69.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
69.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
69.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
69.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
69.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
69.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
68.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
68.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
67.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
67.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
67.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
67.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
66.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
66.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
66.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
66.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
66.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
66.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
66.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
66.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
65.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
65.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
65.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
65.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
64.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
64.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
64.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
63.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
62.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
62.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
62.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
62.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
62.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
62.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
62.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
61.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
61.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
61.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
61.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
61.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
61.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
60.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
60.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
60.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
60.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
60.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
60.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
60.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
60.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
60.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
59.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
59.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
59.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
59.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
59.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
59.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
59.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
59.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
59.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
59.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
58.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
58.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
58.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
58.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
58.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
57.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
57.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
57.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
57.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
56.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
56.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
56.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
56.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
56.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
55.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
55.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
55.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
54.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
54.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
54.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
53.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
53.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
53.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
52.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
52.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
51.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
51.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
50.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
50.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
50.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
49.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
49.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
49.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
49.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
49.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
49.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
48.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
48.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
47.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
47.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
47.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
47.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
47.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
46.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
46.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
46.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
46.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
45.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
45.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
45.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
45.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
44.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
44.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
44.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
43.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
43.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
43.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
43.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
42.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
41.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
41.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
41.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
41.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
41.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
40.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
40.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
39.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
39.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
39.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
39.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
38.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
37.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
37.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
36.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
34.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
34.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
33.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
32.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
31.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
31.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
31.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
30.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
30.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
30.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
30.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
29.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
29.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
28.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
25.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
25.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DNPH1 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
121.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
324.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
265.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
259.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
254.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
244.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
236.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
230.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
220.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
216.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
206.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
202.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
194.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
187.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
178.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
173.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
172.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
171.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
171.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
161.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
159.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
158.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
157.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
155.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
154.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
154.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
152.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
151.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
148.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
147.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
147.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
147.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
146.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
143.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
143.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
138.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
133.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
132.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
131.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
130.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
123.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
122.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
122.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
122.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
120.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
117.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
115.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
114.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
111.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
111.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
110.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
108.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
103.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
103.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
101.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
100.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
100.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
99.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
97.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
95.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
95.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
95.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
95.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
95.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
94.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
94.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
93.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
93.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
92.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
92.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
90.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
90.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
90.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
89.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
89.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
88.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
83.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
81.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
80.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
79.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
78.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
75.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
74.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
73.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
73.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
70.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
67.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
66.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
63.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
56.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
52.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
49.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
44.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
41.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
30.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
24.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DNPH1 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
153.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1485.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
816.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
523.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
389.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
357.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
322.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
320.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
316.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
311.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
310.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
290.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
285.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
283.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
277.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
272.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
268.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
262.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
259.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
248.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
240.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
236.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
234.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
231.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
230.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
228.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
225.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
224.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
222.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
220.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
219.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
216.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
215.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
215.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
214.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
212.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
211.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
210.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
210.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
209.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
209.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
208.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
207.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
206.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
206.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
206.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
206.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
203.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
203.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
203.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
203.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
202.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
202.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
201.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
199.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
198.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
197.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
196.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
193.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
193.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
191.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
188.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
188.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
187.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
186.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
186.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
185.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
184.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
184.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
184.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
183.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
181.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
181.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
181.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
180.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
180.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
179.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
178.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
178.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
177.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
177.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
176.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
176.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
175.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
175.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
175.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
174.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
174.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
174.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
172.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
172.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
171.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
171.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
171.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
170.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
170.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
169.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
165.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
164.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
164.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
164.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
164.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
163.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
163.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
162.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
160.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
159.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
158.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
158.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
156.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
155.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
155.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
155.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
154.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
154.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
152.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
151.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
151.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
151.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
150.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
149.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
149.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
148.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
147.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
147.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
146.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
146.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
146.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
145.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
145.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
144.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
144.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
144.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
144.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
144.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
143.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
143.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
142.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
142.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
141.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
141.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
140.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
140.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
140.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
139.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
139.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
139.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
138.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
138.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
137.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
136.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
136.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
136.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
136.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
136.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
134.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
134.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
134.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
134.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
134.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
134.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
133.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
133.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
131.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
131.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
131.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
131.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
130.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
129.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
129.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
129.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
127.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
127.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
127.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
126.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
125.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
125.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
124.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
124.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
124.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
124.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
124.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
122.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
121.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
120.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
118.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
117.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
116.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
115.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
113.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
113.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
112.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
112.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
112.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
110.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
108.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
108.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
108.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
108.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
108.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
108.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
107.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
105.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
104.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
104.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
104.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
104.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
101.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
101.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
101.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
101.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
101.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
100.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
100.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
100.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
99.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
99.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
98.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
97.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
97.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
97.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
96.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
96.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
95.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
95.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
95.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
95.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
94.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
93.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
93.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
93.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
92.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
91.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
91.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
90.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
90.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
89.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
89.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
88.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
88.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
88.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
87.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
86.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
85.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
84.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
81.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
80.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
78.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
78.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
77.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
76.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
71.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
71.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
71.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
70.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
67.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
67.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
66.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
66.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
66.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
65.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
62.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
61.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
60.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
58.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
57.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
55.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
53.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
49.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
43.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
41.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
39.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
37.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
35.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
34.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
34.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
33.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
29.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
22.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088780001
Normal
0.7
CPT0012770003
Normal
0.6
CPT0065450001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0023710001
Normal
0.6
CPT0089480003
Normal
0.6
CPT0001350001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0012900004
Tumor
0.5
CPT0066430001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0092740003
Normal
0.5
CPT0006730001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0076350001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0077140001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0078840001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0087050003
Normal
0.4
CPT0081620001
Normal
0.4
CPT0025110003
Tumor
0.4
CPT0063640001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0012570003
Normal
0.3
CPT0007470001
Normal
0.3
CPT0000890001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0014130001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0020020001
Normal
0.3
CPT0025880003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0066520001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0025920001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0012370003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0086830003
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0002370001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0078800003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0075720003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0086030003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0000640003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0015910003
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0017410003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0002350011
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0077320001
Normal
-0.5
CPT0075170001
Normal
-0.5
CPT0081880003
Tumor
-0.5
CPT0025290003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0014160003
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0088760003
Tumor
-0.5
CPT0086820003
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0079300001
Normal
-0.5
CPT0023350003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0092190003
Normal
-0.6
CPT0088550004
Tumor
-0.6
CPT0088630003
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0079380003
Tumor
-0.7
CPT0069160003
Tumor
-0.7
CPT0084560003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0092730003
Tumor
-0.8
CPT0079180003
Tumor
-0.8
CPT0012180003
Tumor
-0.9
CPT0012670003
Tumor
-0.9
CPT0001340003
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0075130003
Tumor
-1.3
CPT0078660003
Tumor
-1.3
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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
