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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.
RAMP2 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
38.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
142.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
137.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
131.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
97.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
97.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
86.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
66.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
60.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
60.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
58.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
56.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
53.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
53.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
48.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
47.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
46.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
46.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
44.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
42.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
42.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
40.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
40.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
37.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
37.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
34.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
34.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
32.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
31.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
30.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
30.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
30.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
29.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
29.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
28.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
27.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
26.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
24.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
22.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
22.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
22.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
20.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
20.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
20.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
19.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
16.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
16.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
13.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 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.
RAMP2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
98.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
389.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
341.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
334.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
326.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
288.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
280.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
277.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
258.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
257.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
253.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
253.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
251.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
246.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
244.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
242.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
241.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
238.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
235.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
234.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
230.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
228.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
228.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
227.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
227.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
227.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
223.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
217.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
212.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
212.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
210.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
209.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
207.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
207.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
201.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
198.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
195.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
191.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
190.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
189.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
189.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
189.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
187.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
185.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
184.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
184.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
183.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
183.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
182.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
182.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
181.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
181.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
181.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
181.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
181.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
179.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
178.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
176.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
176.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
176.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
175.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
173.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
173.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
172.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
172.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
172.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
172.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
172.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
171.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
171.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
170.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
170.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
170.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
170.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
169.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
169.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
168.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
167.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
167.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
166.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
165.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
165.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
164.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
162.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
161.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
160.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
160.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
159.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
159.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
158.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
158.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
157.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
156.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
156.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
156.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
155.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
154.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
154.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
154.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
154.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
152.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
151.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
148.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
147.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
147.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
147.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
147.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
144.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
144.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
143.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
143.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
142.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
141.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
141.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
140.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
140.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
140.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
140.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
139.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
139.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
138.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
138.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
137.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
137.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
137.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
135.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
134.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
133.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
133.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
132.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
132.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
131.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
131.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
131.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
131.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
130.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
130.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
130.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
129.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
128.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
128.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
127.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
127.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
127.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
126.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
126.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
126.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
125.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
125.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
125.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
125.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
124.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
124.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
123.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
123.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
122.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
122.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
122.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
121.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
121.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
121.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
121.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
120.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
120.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
119.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
119.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
118.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
118.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
117.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
117.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
117.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
117.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
116.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
116.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
116.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
115.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
115.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
115.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
114.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
114.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
114.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
113.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
113.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
111.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
111.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
111.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
110.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
110.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
110.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
109.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
108.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
108.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
108.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
108.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
107.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
107.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
106.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
106.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
106.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
106.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
106.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
105.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
105.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
104.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
104.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
104.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
103.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
102.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
102.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
102.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
102.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
102.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
102.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
102.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
101.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
101.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
101.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
101.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
101.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
100.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
100.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
99.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
99.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
99.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
98.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
97.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
97.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
97.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
96.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
96.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
96.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
96.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
95.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
94.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
94.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
94.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
94.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
94.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
94.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
93.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
93.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
93.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
93.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
92.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
92.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
92.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
92.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
92.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
91.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
91.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
91.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
90.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
90.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
90.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
90.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
90.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
89.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
89.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
89.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
88.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
87.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
87.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
86.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
86.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
86.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
86.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
86.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
86.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
86.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
85.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
85.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
85.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
84.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
83.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
83.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
82.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
82.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
82.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
82.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
82.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
82.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
82.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
82.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
80.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
80.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
80.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
79.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
79.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
79.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
79.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
79.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
77.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
77.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
77.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
76.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
76.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
75.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
75.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
75.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
75.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
74.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
74.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
74.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
74.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
73.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
73.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
73.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
72.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
72.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
72.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
72.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
72.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
72.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
71.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
71.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
71.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
71.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
71.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
71.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
71.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
71.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
71.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
71.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
71.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
71.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
70.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
70.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
70.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
70.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
70.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
69.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
69.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
69.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
69.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
69.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
69.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
69.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
68.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
68.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
68.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
67.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
67.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
67.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
66.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
66.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
66.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
66.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
66.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
65.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
64.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
64.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
63.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
63.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
63.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
62.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
62.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
62.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
61.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
61.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
61.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
61.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
60.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
60.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
60.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
60.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
60.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
59.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
59.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
59.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
59.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
59.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
58.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
58.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
58.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
58.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
58.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
57.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
57.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
57.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
56.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
56.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
54.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
54.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
54.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
54.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
54.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
54.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
53.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
53.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
53.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
53.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
53.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
53.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
52.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
52.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
51.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
51.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
50.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
50.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
50.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
49.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
49.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
48.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
48.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
48.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
47.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
46.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
46.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
45.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
44.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
44.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
43.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
42.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
42.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
42.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
42.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
41.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
41.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
40.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
40.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
40.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
40.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
39.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
39.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
39.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
38.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
38.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
38.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
36.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
36.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
36.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
36.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
36.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
36.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
35.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
35.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
35.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
35.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
35.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
35.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
35.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
35.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
34.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
34.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
33.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
33.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
31.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
31.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
31.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
30.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
30.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
30.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
28.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
27.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
27.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
26.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
25.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
24.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
24.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
21.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
20.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
18.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
17.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
16.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
16.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
15.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
13.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 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.
RAMP2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
76.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
218.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
185.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
174.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
169.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
153.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
149.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
149.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
147.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
143.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
136.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
135.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
125.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
119.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
117.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
116.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
115.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
114.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
114.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
112.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
109.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
108.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
105.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
105.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
103.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
103.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
101.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
98.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
97.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
96.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
96.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
95.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
94.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
94.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
93.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
93.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
92.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
92.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
91.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
90.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
89.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
89.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
85.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
83.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
82.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
82.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
79.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
77.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
76.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
75.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
75.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
74.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
73.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
69.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
69.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
69.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
67.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
67.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
66.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
65.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
65.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
62.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
62.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
61.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
58.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
56.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
54.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
54.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
53.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
53.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
48.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
47.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
45.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
45.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
44.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
43.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
43.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
40.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
40.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
40.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
37.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
35.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
27.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
27.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
16.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
8.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
RAMP2 is potential prognostic, high expression is unfavorable 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
19.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
190.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
166.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
145.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
142.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
134.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
102.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
93.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
76.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
74.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
73.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
68.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
66.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
65.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
60.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
59.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
56.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
55.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
55.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
51.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
50.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
48.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
48.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
47.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
47.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
44.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
43.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
41.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
38.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
38.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
36.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
35.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
35.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
34.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
33.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
33.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
33.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
32.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
31.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
31.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
30.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
29.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
27.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
26.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
26.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
26.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
25.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
25.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
24.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
24.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
23.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
23.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
23.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
22.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
22.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
22.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
18.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
18.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
18.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
17.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
16.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
15.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
15.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
14.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
14.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
13.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
13.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
13.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
13.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
12.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
12.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
12.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
11.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
11.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
11.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
11.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
11.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
10.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
10.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
9.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
9.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
8.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
8.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
7.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
7.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
7.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
7.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
7.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
7.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
6.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
6.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
6.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
6.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
6.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
6.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
6.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
6.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
6.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
5.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
5.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
5.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
5.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
4.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
4.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
4.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0077490003
Tumor
2.0
CPT0025350003
Tumor
1.9
CPT0000640003
Tumor
1.3
CPT0088760003
Tumor
1.3
CPT0010160003
Tumor
1.3
CPT0088630003
Tumor
1.2
CPT0026410003
Tumor
1.2
CPT0012080003
Tumor
1.2
CPT0075720003
Tumor
1.1
CPT0088900003
Tumor
1.1
CPT0007320003
Tumor
1.1
CPT0089460004
Tumor
1.0
CPT0092790003
Tumor
1.0
CPT0078830003
Tumor
1.0
CPT0021240003
Tumor
1.0
CPT0077310003
Tumor
0.9
CPT0000870016
Tumor
0.9
CPT0066480003
Tumor
0.9
CPT0065870003
Tumor
0.9
CPT0078990003
Tumor
0.9
CPT0066520001
Normal
0.9
CPT0011240003
Tumor
0.8
CPT0015810003
Tumor
0.8
CPT0066470004
Tumor
0.8
CPT0085670003
Tumor
0.8
CPT0086890003
Normal
0.8
CPT0065690003
Tumor
0.8
CPT0001550001
Normal
0.7
CPT0075560003
Tumor
0.7
CPT0014370004
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0007860003
Tumor
0.7
CPT0065930003
Tumor
0.7
CPT0082010001
Normal
0.7
CPT0079230003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0006440003
Tumor
0.6
CPT0023690003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0063330001
Normal
0.5
CPT0078930003
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0086360003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0063320003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0001190001
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0025290003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0015730003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0088690003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0092190003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0077140001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0017410003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0063630003
Tumor
-0.2
CPT0078940001
Normal
-0.3
CPT0065430003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0024670003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0002350011
Tumor
-0.4
CPT0014470001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0081880003
Tumor
-0.4
CPT0086370003
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0017450001
Normal
-0.5
CPT0077500001
Normal
-0.5
CPT0069010001
Normal
-0.5
CPT0084560003
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0088550004
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0024680001
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0012770003
Normal
-0.6
CPT0010170001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0086970003
Normal
-0.6
CPT0023710001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0014450004
Tumor
-0.6
CPT0000660001
Normal
-0.6
CPT0078840001
Normal
-0.7
CPT0001540009
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0079430001
Normal
-0.7
CPT0012290003
Normal
-0.7
CPT0023360001
Normal
-0.7
CPT0065820001
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0002370001
Normal
-0.7
CPT0088920001
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0026420001
Normal
-0.7
CPT0011410003
Tumor
-0.7
CPT0013790003
Normal
-0.7
CPT0092800003
Normal
-0.8
CPT0087050003
Normal
-0.8
CPT0066430001
Normal
-0.8
CPT0023350003
Tumor
-0.8
CPT0014350001
Normal
-0.8
CPT0007470001
Normal
-0.9
CPT0012090003
Normal
-0.9
CPT0000890001
Normal
-0.9
CPT0063640001
Normal
-1.0
CPT0064400001
Normal
-1.0
CPT0086870003
Tumor
-1.0
CPT0088710001
Normal
-1.1
CPT0088970003
Tumor
-1.1
CPT0088780001
Normal
-1.1
CPT0002270011
Tumor
-1.3
CPT0018250001
Normal
-1.3
CPT0078800003
Tumor
-1.5
CPT0001180009
Tumor
-1.7
CPT0012180003
Tumor
-1.8
CPT0025880003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0006900003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0025920001
Normal
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0010120001
Normal
N/A
CPT0075170001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
