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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.
Survival analysis data not available.
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
0.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
26.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
23.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
CD70 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
80.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
795.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
632.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
543.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
393.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
372.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
359.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
357.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
311.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
310.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
297.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
294.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
290.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
285.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
284.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
279.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
276.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
274.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
274.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
268.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
265.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
254.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
248.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
245.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
242.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
236.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
230.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
224.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
223.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
221.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
218.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
218.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
216.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
214.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
211.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
210.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
208.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
207.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
207.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
205.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
204.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
203.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
203.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
200.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
198.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
195.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
194.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
192.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
189.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
188.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
186.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
184.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
183.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
182.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
180.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
178.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
177.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
177.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
176.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
175.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
175.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
174.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
172.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
170.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
166.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
165.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
165.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
163.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
156.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
156.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
155.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
155.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
155.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
155.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
154.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
154.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
154.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
153.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
151.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
150.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
148.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
147.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
146.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
145.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
144.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
144.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
144.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
143.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
143.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
143.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
142.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
140.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
140.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
138.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
138.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
138.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
136.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
136.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
136.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
135.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
134.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
134.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
133.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
132.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
132.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
131.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
131.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
131.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
129.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
128.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
128.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
127.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
127.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
126.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
125.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
125.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
124.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
124.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
124.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
123.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
121.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
121.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
120.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
120.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
119.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
118.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
118.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
116.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
116.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
114.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
113.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
113.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
112.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
110.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
110.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
109.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
109.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
109.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
109.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
108.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
108.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
108.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
108.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
108.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
106.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
106.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
106.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
105.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
105.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
105.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
104.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
103.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
103.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
102.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
102.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
102.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
102.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
102.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
101.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
100.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
98.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
97.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
97.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
97.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
97.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
96.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
96.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
96.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
95.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
95.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
93.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
93.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
92.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
92.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
91.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
91.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
90.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
88.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
88.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
88.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
87.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
87.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
87.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
86.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
86.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
86.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
85.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
85.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
83.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
83.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
82.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
82.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
82.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
81.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
81.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
81.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
81.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
80.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
80.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
80.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
79.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
79.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
78.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
78.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
78.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
78.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
77.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
77.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
77.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
77.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
75.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
75.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
74.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
73.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
73.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
73.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
73.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
72.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
72.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
72.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
72.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
72.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
72.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
71.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
71.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
71.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
71.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
70.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
70.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
69.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
69.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
69.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
68.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
68.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
68.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
67.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
66.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
66.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
66.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
66.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
66.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
65.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
65.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
65.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
65.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
65.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
64.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
64.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
64.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
64.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
63.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
63.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
62.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
62.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
62.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
62.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
62.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
61.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
61.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
61.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
60.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
60.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
59.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
59.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
59.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
59.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
59.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
58.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
58.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
57.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
57.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
57.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
57.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
57.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
56.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
56.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
55.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
54.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
54.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
54.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
54.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
53.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
53.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
52.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
52.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
52.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
52.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
52.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
52.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
51.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
51.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
50.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
49.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
48.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
48.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
48.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
47.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
46.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
46.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
46.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
45.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
45.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
44.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
44.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
43.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
43.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
43.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
43.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
42.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
42.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
42.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
42.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
41.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
41.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
41.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
41.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
40.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
40.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
39.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
39.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
39.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
38.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
38.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
38.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
38.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
38.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
37.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
37.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
37.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
37.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
36.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
35.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
35.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
34.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
34.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
34.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
34.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
33.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
33.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
33.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
33.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
33.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
32.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
32.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
31.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
31.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
31.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
30.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
29.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
29.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
28.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
27.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
27.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
25.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
25.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
23.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
22.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
21.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
21.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
20.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
20.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
18.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
17.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
15.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
11.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
8.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
8.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
7.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
7.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
6.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
6.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
6.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
6.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
5.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
5.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
5.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
5.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
5.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
3.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
3.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
3.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
3.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
3.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
3.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
3.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
3.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
3.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
3.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
2.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
2.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
0.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
0.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
0.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
0.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
0.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
0.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
0.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
0.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
0.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
0.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
0.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
0.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 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.
CD70 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
84.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
436.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
390.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
325.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
296.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
289.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
258.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
247.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
228.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
218.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
215.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
209.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
208.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
200.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
188.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
172.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
154.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
153.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
152.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
146.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
145.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
140.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
135.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
134.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
128.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
106.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
105.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
99.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
98.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
97.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
93.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
90.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
90.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
86.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
84.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
83.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
80.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
80.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
79.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
78.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
78.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
76.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
76.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
76.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
75.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
66.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
63.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
61.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
59.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
57.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
53.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
51.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
51.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
47.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
45.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
44.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
43.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
42.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
42.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
37.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
36.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
33.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
32.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
23.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
18.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
12.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
12.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
10.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
9.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
8.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
8.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
4.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
4.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
3.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
3.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
3.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
1.0
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.
CD70 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
219.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
194.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
186.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
175.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
171.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
166.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
160.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
114.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
114.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
97.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
94.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
94.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
91.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
90.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
85.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
85.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
83.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
77.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
62.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
61.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
61.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
56.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
56.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
55.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
54.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
50.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
48.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
47.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
47.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
45.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
44.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
44.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
42.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
42.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
41.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
41.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
41.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
41.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
40.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
39.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
38.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
37.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
37.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
37.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
36.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
36.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
36.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
36.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
35.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
32.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
32.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
31.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
29.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
29.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
29.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
27.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
27.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
26.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
24.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
23.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
23.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
22.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
21.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
20.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
20.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
17.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
15.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
15.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
14.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
13.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
11.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
11.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
10.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
10.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
9.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
9.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
9.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
7.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
7.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
7.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
7.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
7.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
6.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
6.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
6.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
5.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
5.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
4.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
4.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
4.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
4.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
3.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
3.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
3.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
3.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
3.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
2.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
2.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
2.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
2.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
2.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
2.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
2.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
2.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
0.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
0.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
0.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
0.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
0.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 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-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0086950003
Tumor
2.4
CPT0012550003
Tumor
2.3
CPT0076330003
Tumor
2.2
CPT0014450004
Tumor
2.2
CPT0001180009
Tumor
2.0
CPT0012280003
Tumor
2.0
CPT0012670003
Tumor
1.9
CPT0024670003
Tumor
1.8
CPT0023350003
Tumor
1.8
CPT0069000003
Tumor
1.7
CPT0014370004
Tumor
1.6
CPT0006440003
Tumor
1.6
CPT0081990003
Tumor
1.6
CPT0065870003
Tumor
1.4
CPT0009060003
Tumor
1.4
CPT0019130003
Tumor
1.3
CPT0001540009
Tumor
1.3
CPT0010110003
Tumor
1.3
CPT0007320003
Tumor
1.3
CPT0063630003
Tumor
1.3
CPT0012370003
Tumor
1.2
CPT0001220008
Tumor
1.2
CPT0025580004
Tumor
1.2
CPT0084560003
Tumor
1.1
CPT0078830003
Tumor
1.1
CPT0088760003
Tumor
1.1
CPT0088630003
Tumor
1.1
CPT0025880003
Tumor
1.1
CPT0064370003
Tumor
1.0
CPT0065430003
Tumor
0.9
CPT0012900004
Tumor
0.9
CPT0001500009
Tumor
0.8
CPT0065810003
Tumor
0.8
CPT0086820003
Tumor
0.8
CPT0002350011
Tumor
0.7
CPT0009000003
Tumor
0.7
CPT0092160003
Tumor
0.7
CPT0065690003
Tumor
0.7
CPT0000640003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0078930003
Tumor
0.7
CPT0086360003
Tumor
0.6
CPT0092790003
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0079380003
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0088480003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0014160003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0025290003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0025110003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0001260009
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0000870016
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0075130003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0012080003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0076350001
Normal
-0.4
CPT0063320003
Tumor
-0.4
CPT0078510003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0011240003
Tumor
-0.7
CPT0088550004
Tumor
-0.9
CPT0017410003
Tumor
-0.9
CPT0077140001
Normal
-0.9
CPT0079480003
Tumor
-1.0
CPT0000780007
Tumor
-1.0
CPT0025170003
Tumor
-1.1
CPT0081620001
Normal
-1.1
CPT0089460004
Tumor
-1.1
CPT0092190003
Normal
-1.1
CPT0086970003
Normal
-1.2
CPT0081880003
Tumor
-1.2
CPT0012770003
Normal
-1.2
CPT0001550001
Normal
-1.2
CPT0010120001
Normal
-1.3
CPT0014350001
Normal
-1.3
CPT0075720003
Tumor
-1.3
CPT0019160001
Normal
-1.3
CPT0018250001
Normal
-1.3
CPT0079410003
Tumor
-1.3
CPT0013790003
Normal
-1.3
CPT0012290003
Normal
-1.3
CPT0006950001
Normal
-1.3
CPT0012090003
Normal
-1.3
CPT0023360001
Normal
-1.4
CPT0024680001
Normal
-1.4
CPT0078800003
Tumor
-1.4
CPT0025610001
Normal
-1.4
CPT0077490003
Tumor
-1.4
CPT0065450001
Normal
-1.4
CPT0015910003
Tumor
-1.5
CPT0079180003
Tumor
-1.5
CPT0087050003
Normal
-1.5
CPT0000890001
Normal
-1.5
CPT0010170001
Normal
-1.5
CPT0012640003
Normal
-1.5
CPT0078940001
Normal
-1.5
CPT0086830003
Normal
-1.5
CPT0077320001
Normal
-1.5
CPT0000790001
Normal
-1.6
CPT0084590001
Normal
-1.6
CPT0088640003
Normal
-1.6
CPT0002270011
Tumor
-1.6
CPT0064400001
Normal
-1.6
CPT0012570003
Normal
-1.7
CPT0086370003
Normal
-1.7
CPT0009020003
Normal
-1.7
CPT0001270001
Normal
-1.7
CPT0009080003
Normal
-1.7
CPT0069010001
Normal
-1.7
CPT0012920003
Normal
-1.7
CPT0025060001
Normal
-1.7
CPT0011410003
Tumor
-1.8
CPT0088570001
Normal
-1.8
CPT0065820001
Normal
-1.8
CPT0001510001
Normal
-1.8
CPT0089480003
Normal
-1.8
CPT0092800003
Normal
-1.8
CPT0007870001
Normal
-1.8
CPT0092310003
Normal
-1.8
CPT0082010001
Normal
-1.9
CPT0066470004
Tumor
-1.9
CPT0063330001
Normal
-1.9
CPT0014130001
Normal
-1.9
CPT0000660001
Normal
-1.9
CPT0066520001
Normal
-1.9
CPT0088970003
Tumor
-2.0
CPT0079430001
Normal
-2.0
CPT0088710001
Normal
-2.0
CPT0086890003
Normal
-2.0
CPT0088690003
Tumor
-2.0
CPT0088780001
Normal
-2.0
CPT0063640001
Normal
-2.1
CPT0001230001
Normal
-2.1
CPT0002370001
Normal
-2.1
CPT0007470001
Normal
-2.1
CPT0014470001
Normal
-2.2
CPT0017450001
Normal
-2.2
CPT0006630003
Tumor
-2.2
CPT0001190001
Normal
-2.2
CPT0026420001
Normal
-2.2
CPT0079000001
Normal
-2.3
CPT0078530001
Normal
-2.4
CPT0066430001
Normal
-2.4
CPT0079300001
Normal
-2.4
CPT0069160003
Tumor
-2.4
CPT0025920001
Normal
-2.4
CPT0089040001
Normal
-2.6
CPT0020020001
Normal
-2.6
CPT0023710001
Normal
-2.7
CPT0006530001
Normal
-2.7
CPT0088500001
Normal
-2.8
CPT0079510001
Normal
-2.9
CPT0078840001
Normal
-2.9
CPT0088920001
Normal
-2.9
CPT0075570001
Normal
-3.0
CPT0006730001
Normal
-3.0
CPT0092740003
Normal
-3.2
CPT0078670001
Normal
-3.3
CPT0069190001
Normal
-3.4
CPT0078660003
Tumor
-3.6
CPT0001350001
Normal
-3.7
CPT0020130001
Normal
-3.7
CPT0077500001
Normal
-3.8
CPT0001340003
Tumor
-3.8
CPT0075170001
Normal
-3.8
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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
