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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.
CXCL10 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
11.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
134.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
44.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
43.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
41.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
38.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
30.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
25.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
23.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
22.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
20.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
17.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
16.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
14.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
13.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
10.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
5.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
4.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
3.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
2.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
CXCL10 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
45.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
566.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
471.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
390.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
368.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
358.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
353.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
322.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
290.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
262.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
247.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
236.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
230.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
223.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
218.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
207.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
196.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
193.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
188.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
184.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
182.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
173.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
172.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
164.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
162.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
159.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
159.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
154.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
146.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
142.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
138.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
136.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
136.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
135.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
134.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
133.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
133.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
133.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
128.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
128.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
127.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
125.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
124.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
121.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
120.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
119.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
118.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
117.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
116.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
111.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
111.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
108.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
107.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
106.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
105.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
105.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
102.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
101.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
99.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
99.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
95.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
94.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
94.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
91.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
90.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
89.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
89.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
88.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
87.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
87.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
86.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
84.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
84.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
82.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
81.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
81.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
81.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
80.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
79.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
78.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
78.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
77.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
77.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
76.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
75.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
75.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
75.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
74.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
73.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
73.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
72.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
72.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
72.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
71.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
70.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
70.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
69.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
69.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
69.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
68.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
66.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
65.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
65.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
65.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
64.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
64.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
63.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
63.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
63.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
62.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
62.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
61.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
61.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
61.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
61.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
61.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
60.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
58.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
58.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
58.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
57.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
56.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
56.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
55.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
55.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
55.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
55.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
54.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
54.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
54.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
54.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
54.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
53.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
53.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
52.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
52.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
52.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
52.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
51.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
50.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
50.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
50.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
49.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
49.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
49.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
48.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
47.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
47.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
46.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
46.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
45.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
45.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
45.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
44.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
44.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
44.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
44.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
44.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
43.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
43.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
43.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
43.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
43.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
43.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
43.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
42.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
42.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
41.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
41.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
41.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
40.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
40.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
39.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
39.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
39.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
39.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
38.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
38.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
38.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
38.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
38.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
38.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
38.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
38.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
37.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
37.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
37.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
37.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
36.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
36.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
36.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
36.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
36.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
36.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
35.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
35.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
35.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
34.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
34.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
34.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
34.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
34.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
33.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
33.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
32.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
32.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
32.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
32.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
32.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
31.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
31.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
31.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
31.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
31.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
31.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
31.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
31.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
31.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
31.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
31.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
30.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
29.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
29.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
29.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
29.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
28.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
28.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
27.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
27.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
27.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
26.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
26.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
26.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
26.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
25.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
25.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
24.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
24.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
24.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
24.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
24.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
23.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
23.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
23.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
22.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
22.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
21.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
21.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
21.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
21.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
20.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
20.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
20.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
19.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
19.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
19.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
18.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
18.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
17.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
15.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
14.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
13.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
12.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
11.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
10.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
10.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
10.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
9.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
9.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
9.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
8.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
8.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
7.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
6.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
6.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
6.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
6.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
6.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
6.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
6.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
5.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
4.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
4.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
4.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
3.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
3.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
3.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
3.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
2.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
2.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
2.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
2.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
2.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
2.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
0.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
CXCL10 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
72.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
482.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
436.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
425.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
309.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
283.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
277.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
272.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
249.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
243.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
242.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
224.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
215.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
207.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
192.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
166.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
131.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
128.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
119.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
116.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
92.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
90.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
86.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
79.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
78.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
75.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
75.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
75.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
72.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
70.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
65.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
65.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
64.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
62.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
59.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
58.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
57.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
56.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
55.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
55.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
51.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
51.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
49.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
41.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
36.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
36.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
33.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
32.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
31.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
30.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
24.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
19.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
15.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
11.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
9.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
6.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
6.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
5.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
4.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
4.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
4.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
4.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
3.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
3.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
2.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
CXCL10 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
107.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
86.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
44.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
40.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
37.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
36.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
25.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
24.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
24.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
23.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
15.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
15.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
13.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
11.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
10.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
10.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
10.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
9.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
8.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
6.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
6.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
6.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
6.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
6.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
5.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
5.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
4.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
4.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
4.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
4.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
4.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
4.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
3.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
3.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
3.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
3.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
3.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
3.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
3.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
3.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
3.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
3.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
3.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
3.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
3.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
3.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
3.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
2.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
2.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
2.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
2.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
2.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
2.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
2.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
2.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
2.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
2.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
2.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
2.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
1.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
0.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
0.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
0.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
0.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
0.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
0.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
0.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
0.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
