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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.
FOLR1 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
35.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
966.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
120.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
116.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
98.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
81.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
79.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
76.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
66.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
63.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
55.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
55.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
50.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
50.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
36.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
32.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
28.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
14.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
11.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
11.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
5.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
3.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
FOLR1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
78.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
369.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
367.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
348.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
338.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
334.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
325.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
320.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
273.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
264.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
262.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
261.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
258.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
255.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
255.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
254.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
253.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
253.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
242.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
240.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
236.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
236.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
235.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
234.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
233.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
225.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
224.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
223.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
220.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
217.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
211.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
209.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
208.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
206.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
200.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
198.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
197.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
197.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
190.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
190.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
183.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
183.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
181.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
178.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
176.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
175.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
174.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
172.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
172.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
172.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
170.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
166.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
165.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
164.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
163.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
162.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
161.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
160.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
157.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
157.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
153.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
152.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
151.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
150.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
150.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
147.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
147.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
147.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
146.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
144.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
144.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
143.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
143.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
142.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
142.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
141.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
139.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
139.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
136.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
135.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
134.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
133.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
133.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
133.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
132.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
132.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
130.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
129.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
128.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
128.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
128.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
127.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
126.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
126.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
125.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
124.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
124.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
123.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
123.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
122.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
122.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
120.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
119.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
118.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
118.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
117.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
117.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
117.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
116.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
116.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
116.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
115.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
115.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
115.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
115.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
113.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
111.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
109.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
109.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
109.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
109.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
108.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
108.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
108.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
107.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
107.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
107.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
107.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
106.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
106.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
106.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
104.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
102.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
102.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
101.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
101.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
101.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
100.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
99.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
99.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
99.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
99.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
98.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
98.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
98.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
98.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
98.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
97.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
97.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
96.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
96.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
96.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
96.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
95.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
95.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
95.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
94.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
94.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
94.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
93.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
93.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
93.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
92.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
92.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
92.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
92.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
91.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
91.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
90.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
90.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
90.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
90.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
90.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
89.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
89.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
89.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
89.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
88.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
88.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
88.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
87.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
87.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
86.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
86.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
85.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
85.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
84.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
84.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
83.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
82.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
82.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
82.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
82.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
81.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
81.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
80.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
80.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
80.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
80.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
80.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
79.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
79.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
78.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
78.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
77.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
77.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
76.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
76.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
76.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
76.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
75.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
75.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
75.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
75.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
75.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
75.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
74.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
74.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
74.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
74.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
74.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
74.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
73.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
73.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
73.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
72.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
72.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
72.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
72.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
71.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
71.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
71.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
71.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
71.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
70.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
70.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
69.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
69.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
69.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
68.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
68.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
68.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
68.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
68.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
67.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
67.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
66.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
66.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
66.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
66.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
66.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
66.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
66.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
66.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
66.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
65.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
65.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
65.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
64.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
64.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
64.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
64.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
63.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
63.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
63.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
63.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
62.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
62.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
61.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
61.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
61.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
61.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
61.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
61.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
61.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
60.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
60.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
60.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
60.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
59.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
59.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
59.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
59.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
59.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
58.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
58.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
57.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
57.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
57.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
56.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
55.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
55.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
55.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
55.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
55.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
54.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
54.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
54.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
54.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
54.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
53.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
53.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
53.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
53.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
53.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
53.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
52.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
52.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
52.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
51.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
51.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
51.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
51.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
51.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
51.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
50.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
50.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
49.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
49.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
49.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
49.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
49.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
48.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
48.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
48.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
48.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
48.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
47.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
47.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
47.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
47.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
47.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
46.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
46.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
46.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
46.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
44.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
44.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
43.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
43.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
43.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
42.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
42.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
42.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
41.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
41.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
41.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
41.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
41.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
41.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
41.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
41.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
40.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
40.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
40.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
40.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
40.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
40.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
39.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
39.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
39.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
39.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
38.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
38.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
38.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
37.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
37.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
37.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
37.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
37.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
37.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
36.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
36.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
35.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
35.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
35.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
34.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
33.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
33.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
33.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
31.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
31.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
31.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
31.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
30.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
30.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
29.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
29.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
29.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
29.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
29.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
28.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
28.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
28.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
28.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
27.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
26.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
25.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
25.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
25.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
24.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
24.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
23.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
23.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
23.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
19.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
17.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
15.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
14.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
10.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
7.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
6.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
5.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
4.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
3.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
3.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
3.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
2.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
0.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
FOLR1 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
66.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
218.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
194.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
175.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
173.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
172.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
168.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
155.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
151.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
146.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
142.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
141.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
138.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
131.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
127.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
126.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
121.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
121.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
119.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
117.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
116.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
110.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
107.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
101.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
97.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
93.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
92.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
90.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
88.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
88.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
86.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
85.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
79.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
78.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
72.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
71.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
70.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
68.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
67.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
67.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
64.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
60.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
59.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
58.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
57.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
57.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
56.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
54.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
52.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
50.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
49.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
49.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
48.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
47.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
45.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
44.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
42.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
41.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
41.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
41.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
35.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
34.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
33.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
33.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
32.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
27.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
26.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
25.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
16.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
15.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
7.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
0.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
FOLR1 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
109.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
1043.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1007.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
571.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
482.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
460.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
435.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
418.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
408.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
375.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
361.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
340.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
339.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
330.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
321.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
319.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
313.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
287.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
280.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
277.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
270.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
268.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
263.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
262.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
256.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
254.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
254.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
252.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
252.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
251.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
245.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
243.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
242.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
241.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
235.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
232.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
224.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
219.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
217.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
217.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
215.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
214.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
210.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
209.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
202.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
201.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
201.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
197.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
196.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
196.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
192.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
191.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
191.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
189.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
188.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
186.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
183.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
172.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
171.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
170.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
162.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
161.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
160.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
160.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
158.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
158.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
156.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
154.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
153.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
151.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
150.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
149.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
149.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
148.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
147.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
147.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
144.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
143.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
140.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
140.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
137.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
134.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
133.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
133.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
129.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
128.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
128.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
127.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
126.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
124.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
123.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
122.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
121.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
120.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
117.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
116.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
114.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
111.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
110.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
109.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
108.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
107.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
105.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
102.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
100.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
99.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
99.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
98.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
98.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
97.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
94.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
92.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
91.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
90.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
89.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
89.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
89.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
89.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
88.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
88.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
86.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
86.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
85.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
84.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
84.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
84.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
82.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
82.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
82.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
80.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
80.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
79.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
79.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
76.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
76.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
76.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
76.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
73.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
71.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
71.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
71.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
70.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
69.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
69.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
68.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
68.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
67.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
66.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
65.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
65.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
63.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
63.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
62.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
62.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
61.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
60.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
59.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
59.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
57.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
57.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
56.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
56.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
56.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
56.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
56.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
55.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
54.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
54.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
52.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
52.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
52.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
52.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
52.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
51.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
51.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
50.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
49.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
49.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
48.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
48.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
47.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
47.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
47.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
45.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
44.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
44.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
43.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
42.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
42.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
42.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
42.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
42.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
41.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
41.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
40.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
39.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
39.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
37.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
37.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
36.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
36.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
35.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
34.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
33.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
32.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
31.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
31.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
31.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
31.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
30.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
30.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
29.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
28.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
28.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
26.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
26.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
26.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
24.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
24.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
23.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
22.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
22.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
22.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
21.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
20.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
19.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
19.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
17.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
17.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
16.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
15.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
12.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
8.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
5.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
5.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
2.7
CPT0001180009
Tumor
1.7
CPT0078800003
Tumor
1.4
CPT0092800003
Normal
1.1
CPT0065450001
Normal
1.1
CPT0089480003
Normal
0.8
CPT0092740003
Normal
0.8
CPT0012570003
Normal
0.7
CPT0066430001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0086820003
Tumor
0.7
CPT0023360001
Normal
0.7
CPT0026420001
Normal
0.7
CPT0077140001
Normal
0.7
CPT0078830003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0086970003
Normal
0.6
CPT0087050003
Normal
0.6
CPT0088780001
Normal
0.6
CPT0012290003
Normal
0.6
CPT0088710001
Normal
0.6
CPT0012080003
Tumor
0.6
CPT0088920001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0078840001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0014350001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0025050003
Tumor
0.4
CPT0000890001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0079000001
Normal
0.4
CPT0000640003
Tumor
0.4
CPT0092310003
Normal
0.4
CPT0025920001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0086950003
Tumor
0.4
CPT0010170001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0086370003
Normal
0.4
CPT0023710001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0001220008
Tumor
0.4
CPT0001510001
Normal
0.4
CPT0077500001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0020130001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0024670003
Tumor
0.3
CPT0075570001
Normal
0.3
CPT0081620001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0012920003
Normal
0.1
CPT0078670001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0009060003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0088900003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0006530001
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0018250001
Normal
-0.3
CPT0081990003
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0025110003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0012280003
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0006900003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0079410003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0012370003
Tumor
-0.4
CPT0065870003
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0001540009
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0023690003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0076330003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0012670003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0079300001
Normal
-0.7
CPT0075720003
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0085670003
Tumor
-0.7
CPT0092160003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0026410003
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0065690003
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0079510001
Normal
-0.9
CPT0006630003
Tumor
-0.9
CPT0092730003
Tumor
-0.9
CPT0079180003
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0065930003
Tumor
-0.9
CPT0079380003
Tumor
-0.9
CPT0020120003
Tumor
-0.9
CPT0078930003
Tumor
-0.9
CPT0088760003
Tumor
-0.9
CPT0014370004
Tumor
-1.0
CPT0015810003
Tumor
-1.0
CPT0077490003
Tumor
-1.0
CPT0002270011
Tumor
-1.0
CPT0007320003
Tumor
-1.0
CPT0012550003
Tumor
-1.0
CPT0021240003
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0077110003
Tumor
-1.0
CPT0088480003
Tumor
-1.0
CPT0065750003
Tumor
-1.1
CPT0086360003
Tumor
-1.1
CPT0009000003
Tumor
-1.1
CPT0025170003
Tumor
-1.1
CPT0015730003
Tumor
-1.1
CPT0089020003
Tumor
-1.1
CPT0012900004
Tumor
-1.1
CPT0066470004
Tumor
-1.2
CPT0025290003
Tumor
-1.2
CPT0012180003
Tumor
-1.3
CPT0092790003
Tumor
-1.3
CPT0019130003
Tumor
-1.3
CPT0000780007
Tumor
-1.3
CPT0088630003
Tumor
-1.3
CPT0088550004
Tumor
-1.3
CPT0081880003
Tumor
-1.4
CPT0064370003
Tumor
-1.4
CPT0078660003
Tumor
-1.4
CPT0075560003
Tumor
-1.5
CPT0006440003
Tumor
-1.6
CPT0088690003
Tumor
-1.6
CPT0001340003
Tumor
-1.8
CPT0017850003
Tumor
-1.8
CPT0069160003
Tumor
-1.8
CPT0086030003
Tumor
-1.9
CPT0084560003
Tumor
-2.0
CPT0078510003
Tumor
-2.1
CPT0088970003
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.
The Human Protein Atlas project is funded
