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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.
CSRP1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
100.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
210.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
209.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
198.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
193.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
186.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
185.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
172.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
171.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
171.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
167.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
155.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
151.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
148.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
145.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
145.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
135.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
133.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
132.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
124.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
121.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
117.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
113.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
104.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
100.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
97.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
96.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
95.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
93.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
92.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
90.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
88.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
86.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
85.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
85.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
85.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
82.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
81.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
80.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
74.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
74.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
73.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
73.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
71.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
71.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
69.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
64.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
62.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
62.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
62.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
62.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
60.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
59.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
59.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
58.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
57.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
55.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
49.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
44.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
43.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
42.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
42.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
33.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
33.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 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.
CSRP1 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
129.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1020.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
552.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
552.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
462.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
419.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
411.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
363.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
339.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
339.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
333.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
331.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
331.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
329.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
329.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
314.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
307.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
303.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
302.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
293.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
292.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
285.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
285.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
283.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
277.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
271.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
269.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
267.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
265.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
265.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
256.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
256.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
250.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
249.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
246.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
245.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
245.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
244.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
244.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
241.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
239.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
239.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
235.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
235.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
235.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
234.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
230.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
230.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
228.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
228.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
228.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
221.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
221.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
221.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
218.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
217.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
217.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
215.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
208.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
208.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
205.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
203.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
203.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
202.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
200.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
196.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
195.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
195.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
195.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
195.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
195.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
195.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
194.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
194.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
193.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
192.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
192.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
191.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
190.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
188.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
187.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
186.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
186.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
185.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
185.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
185.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
185.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
184.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
183.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
182.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
182.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
181.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
181.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
179.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
179.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
179.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
178.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
178.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
177.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
177.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
176.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
175.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
175.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
174.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
174.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
174.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
173.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
172.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
172.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
171.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
170.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
170.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
169.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
169.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
169.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
169.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
169.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
168.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
168.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
167.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
166.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
165.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
164.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
164.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
164.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
164.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
163.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
163.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
163.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
163.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
163.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
163.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
162.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
161.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
161.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
160.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
160.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
160.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
159.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
158.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
157.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
156.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
156.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
156.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
154.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
154.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
154.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
153.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
150.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
150.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
150.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
149.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
149.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
148.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
148.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
148.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
147.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
147.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
146.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
146.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
145.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
145.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
144.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
144.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
144.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
144.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
143.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
142.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
142.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
141.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
141.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
141.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
140.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
139.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
138.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
137.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
137.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
137.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
136.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
135.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
135.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
134.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
133.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
133.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
132.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
132.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
132.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
131.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
131.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
131.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
129.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
129.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
128.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
128.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
128.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
128.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
128.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
128.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
128.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
127.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
127.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
127.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
126.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
126.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
125.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
125.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
125.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
124.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
124.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
124.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
123.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
123.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
123.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
123.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
123.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
123.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
122.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
121.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
121.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
121.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
121.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
121.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
121.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
121.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
120.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
120.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
120.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
119.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
118.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
118.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
118.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
117.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
117.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
116.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
116.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
116.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
115.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
115.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
115.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
114.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
113.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
113.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
113.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
113.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
112.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
112.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
112.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
112.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
111.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
111.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
111.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
111.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
110.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
110.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
110.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
109.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
109.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
108.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
108.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
107.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
107.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
107.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
107.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
106.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
106.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
106.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
106.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
106.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
106.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
106.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
106.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
106.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
106.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
105.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
105.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
105.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
105.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
105.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
105.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
104.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
104.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
104.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
103.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
103.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
103.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
103.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
102.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
102.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
102.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
102.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
102.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
101.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
101.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
101.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
101.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
101.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
101.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
100.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
100.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
100.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
100.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
99.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
99.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
98.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
98.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
97.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
97.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
97.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
97.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
97.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
96.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
96.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
96.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
95.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
95.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
95.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
95.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
95.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
94.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
93.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
93.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
93.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
92.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
92.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
92.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
92.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
92.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
92.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
92.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
92.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
92.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
91.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
91.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
91.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
91.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
91.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
91.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
91.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
91.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
90.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
90.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
90.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
89.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
89.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
89.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
89.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
89.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
89.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
88.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
88.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
88.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
87.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
87.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
87.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
87.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
87.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
86.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
86.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
86.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
86.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
86.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
86.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
86.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
86.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
86.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
85.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
85.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
85.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
85.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
85.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
84.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
84.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
84.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
84.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
83.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
83.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
83.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
83.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
82.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
82.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
82.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
82.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
82.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
81.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
81.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
81.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
80.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
80.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
80.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
80.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
80.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
79.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
79.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
78.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
78.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
77.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
77.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
77.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
77.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
77.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
77.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
77.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
76.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
76.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
76.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
76.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
76.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
76.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
75.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
75.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
75.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
75.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
74.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
74.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
74.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
73.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
73.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
73.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
73.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
72.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
72.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
72.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
72.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
71.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
71.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
71.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
71.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
71.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
71.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
71.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
71.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
71.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
71.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
70.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
70.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
70.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
70.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
70.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
69.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
69.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
69.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
69.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
69.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
68.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
68.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
68.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
68.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
68.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
68.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
67.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
67.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
67.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
66.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
66.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
66.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
65.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
65.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
65.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
64.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
63.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
63.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
63.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
63.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
63.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
62.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
62.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
62.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
62.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
62.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
62.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
61.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
61.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
61.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
61.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
60.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
60.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
60.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
60.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
60.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
60.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
59.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
59.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
59.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
59.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
57.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
56.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
55.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
55.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
55.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
54.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
54.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
53.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
53.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
53.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
52.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
52.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
52.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
52.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
51.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
50.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
49.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
48.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
48.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
46.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
46.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
46.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
46.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
44.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
43.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
43.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
40.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
39.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
38.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
37.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
36.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
36.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
36.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
36.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
32.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
CSRP1 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
84.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
273.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
266.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
234.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
194.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
193.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
191.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
185.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
179.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
144.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
131.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
129.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
126.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
119.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
115.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
114.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
114.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
113.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
112.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
107.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
107.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
105.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
103.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
101.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
99.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
99.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
99.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
99.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
99.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
94.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
92.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
92.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
92.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
90.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
89.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
88.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
87.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
85.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
82.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
80.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
80.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
80.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
78.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
78.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
78.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
78.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
76.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
75.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
75.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
74.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
74.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
72.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
70.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
68.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
68.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
68.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
67.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
66.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
65.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
64.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
64.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
62.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
62.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
62.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
61.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
60.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
60.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
59.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
58.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
58.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
57.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
55.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
54.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
54.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
53.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
50.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
50.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
49.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
49.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
49.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
48.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
48.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
45.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
45.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
44.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
44.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
43.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
38.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
38.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
38.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
36.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
35.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
34.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
33.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
32.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 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.
CSRP1 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
81.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
322.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
284.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
254.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
240.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
235.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
234.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
218.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
207.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
207.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
199.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
199.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
193.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
191.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
191.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
188.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
186.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
184.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
172.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
171.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
170.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
165.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
164.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
162.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
160.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
157.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
154.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
149.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
141.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
140.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
140.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
140.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
138.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
138.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
137.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
135.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
135.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
135.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
134.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
133.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
132.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
129.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
128.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
128.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
126.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
126.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
125.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
125.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
124.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
123.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
121.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
121.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
118.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
118.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
117.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
116.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
113.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
112.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
109.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
108.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
106.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
105.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
105.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
104.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
103.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
103.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
102.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
100.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
100.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
97.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
97.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
96.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
96.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
94.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
93.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
93.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
93.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
93.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
92.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
92.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
91.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
91.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
91.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
89.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
89.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
88.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
87.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
87.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
86.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
86.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
86.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
84.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
84.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
84.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
84.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
84.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
83.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
82.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
82.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
82.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
82.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
81.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
81.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
81.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
80.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
80.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
79.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
79.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
78.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
78.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
78.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
78.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
77.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
77.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
76.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
75.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
75.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
74.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
74.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
73.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
73.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
73.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
73.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
73.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
72.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
72.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
71.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
71.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
71.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
70.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
70.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
70.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
70.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
70.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
69.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
69.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
69.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
69.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
69.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
68.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
68.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
68.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
68.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
67.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
66.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
66.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
66.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
66.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
65.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
65.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
65.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
64.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
64.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
64.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
63.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
63.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
63.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
62.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
62.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
62.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
62.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
61.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
61.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
60.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
59.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
59.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
59.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
59.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
58.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
58.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
58.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
57.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
57.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
57.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
56.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
56.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
55.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
55.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
55.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
55.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
55.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
55.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
55.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
54.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
54.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
54.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
53.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
53.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
53.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
52.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
52.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
52.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
52.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
52.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
52.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
52.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
51.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
51.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
51.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
51.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
51.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
50.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
50.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
50.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
49.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
49.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
49.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
49.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
49.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
49.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
49.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
49.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
49.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
48.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
48.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
47.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
47.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
47.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
46.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
46.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
46.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
46.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
46.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
45.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
45.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
45.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
45.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
45.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
45.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
45.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
45.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
44.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
44.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
44.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
44.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
44.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
43.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
43.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
43.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
42.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
42.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
41.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
41.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
41.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
41.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
41.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
40.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
40.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
40.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
40.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
39.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
39.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
38.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
38.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
38.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
37.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
36.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
36.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
35.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
35.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
31.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
30.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
28.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
26.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
26.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
23.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
21.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
17.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
2.4
CPT0066480003
Tumor
2.0
CPT0010120001
Normal
1.4
CPT0075560003
Tumor
1.4
CPT0079510001
Normal
1.3
CPT0086970003
Normal
1.1
CPT0084560003
Tumor
0.9
CPT0015910003
Tumor
0.9
CPT0069000003
Tumor
0.9
CPT0018250001
Normal
0.9
CPT0002370001
Normal
0.9
CPT0020130001
Normal
0.9
CPT0001270001
Normal
0.8
CPT0086870003
Tumor
0.8
CPT0063640001
Normal
0.8
CPT0025170003
Tumor
0.8
CPT0081990003
Tumor
0.8
CPT0078530001
Normal
0.8
CPT0024680001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0088630003
Tumor
0.7
CPT0075570001
Normal
0.7
CPT0092190003
Normal
0.7
CPT0000660001
Normal
0.7
CPT0021240003
Tumor
0.7
CPT0019160001
Normal
0.6
CPT0012920003
Normal
0.6
CPT0075720003
Tumor
0.5
CPT0069010001
Normal
0.5
CPT0084590001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0014470001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0092160003
Tumor
0.5
CPT0065820001
Normal
0.5
CPT0086830003
Normal
0.4
CPT0017850003
Tumor
0.4
CPT0009080003
Normal
0.4
CPT0009020003
Normal
0.4
CPT0088500001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0012670003
Tumor
0.4
CPT0013790003
Normal
0.4
CPT0085670003
Tumor
0.4
CPT0066520001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0077320001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0001230001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0012090003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0081600003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0010170001
Normal
0.3
CPT0075130003
Tumor
0.3
CPT0001550001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0088710001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0023710001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0081620001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0006530001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0012640003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0019130003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0092740003
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0088480003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0088640003
Normal
-0.3
CPT0025230003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0088550004
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0086820003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0077310003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0012280003
Tumor
-0.5
CPT0009060003
Tumor
-0.6
CPT0065750003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0006900003
Tumor
-0.7
CPT0065690003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0025350003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0079180003
Tumor
-0.8
CPT0002270011
Tumor
-0.8
CPT0000780007
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0023350003
Tumor
-0.8
CPT0078510003
Tumor
-0.9
CPT0092290003
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0064370003
Tumor
-0.9
CPT0069160003
Tumor
-1.0
CPT0024670003
Tumor
-1.0
CPT0001260009
Tumor
-1.0
CPT0077110003
Tumor
-1.0
CPT0014160003
Tumor
-1.1
CPT0086030003
Tumor
-1.1
CPT0007860003
Tumor
-1.1
CPT0012550003
Tumor
-1.1
CPT0015810003
Tumor
-1.1
CPT0086950003
Tumor
-1.1
CPT0006440003
Tumor
-1.1
CPT0078930003
Tumor
-1.2
CPT0025050003
Tumor
-1.2
CPT0025110003
Tumor
-1.2
CPT0066470004
Tumor
-1.2
CPT0000870016
Tumor
-1.2
CPT0001540009
Tumor
-1.2
CPT0001340003
Tumor
-1.2
CPT0009000003
Tumor
-1.2
CPT0014450004
Tumor
-1.3
CPT0081880003
Tumor
-1.4
CPT0006630003
Tumor
-1.5
CPT0078830003
Tumor
-1.5
CPT0078990003
Tumor
-1.5
CPT0012180003
Tumor
-1.5
CPT0001500009
Tumor
-1.6
CPT0065810003
Tumor
-1.7
CPT0088970003
Tumor
-1.8
CPT0026410003
Tumor
-1.9
CPT0011410003
Tumor
-1.9
CPT0078800003
Tumor
-2.0
CPT0015730003
Tumor
-2.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
