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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.
GADD45B 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
138.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
612.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
408.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
341.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
326.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
326.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
282.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
280.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
260.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
224.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
211.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
209.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
195.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
190.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
184.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
182.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
164.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
164.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
162.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
158.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
158.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
151.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
149.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
138.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
132.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
128.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
124.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
116.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
116.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
113.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
110.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
109.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
105.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
105.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
102.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
100.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
96.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
91.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
89.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
89.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
89.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
89.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
89.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
84.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
81.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
79.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
78.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
77.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
72.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
72.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
71.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
69.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
68.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
68.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
64.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
63.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
58.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
56.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
55.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
54.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
52.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
51.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
46.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
36.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 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.
GADD45B 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
83.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
722.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
679.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
583.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
496.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
467.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
446.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
419.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
370.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
316.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
300.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
284.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
278.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
272.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
264.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
262.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
255.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
255.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
249.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
248.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
247.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
245.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
240.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
239.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
238.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
232.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
230.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
224.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
216.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
215.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
213.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
208.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
203.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
202.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
199.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
194.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
191.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
190.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
190.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
189.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
189.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
182.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
179.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
179.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
178.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
175.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
174.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
173.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
167.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
166.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
165.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
164.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
164.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
163.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
162.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
160.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
158.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
157.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
156.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
154.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
154.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
152.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
151.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
150.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
150.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
150.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
150.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
149.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
149.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
147.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
145.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
143.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
141.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
141.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
140.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
136.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
136.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
136.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
135.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
134.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
133.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
133.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
132.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
130.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
128.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
128.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
127.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
125.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
123.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
123.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
121.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
119.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
119.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
119.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
118.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
116.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
116.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
114.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
114.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
113.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
112.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
112.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
111.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
111.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
111.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
109.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
109.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
108.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
108.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
108.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
107.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
107.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
105.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
105.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
103.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
103.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
103.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
103.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
102.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
102.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
101.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
100.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
100.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
100.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
99.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
99.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
99.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
99.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
99.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
98.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
97.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
96.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
94.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
93.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
93.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
93.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
92.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
92.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
91.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
91.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
91.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
91.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
91.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
91.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
90.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
89.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
89.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
88.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
87.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
86.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
86.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
86.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
86.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
85.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
85.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
85.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
84.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
84.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
84.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
84.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
84.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
84.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
84.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
84.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
83.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
83.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
83.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
83.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
82.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
81.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
81.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
81.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
81.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
81.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
80.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
79.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
79.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
79.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
78.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
78.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
78.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
78.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
76.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
76.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
76.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
75.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
75.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
75.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
75.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
75.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
75.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
75.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
75.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
75.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
74.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
74.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
74.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
74.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
73.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
73.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
73.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
73.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
73.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
73.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
73.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
72.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
72.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
72.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
72.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
71.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
71.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
70.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
70.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
70.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
69.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
69.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
69.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
69.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
69.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
69.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
69.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
69.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
68.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
68.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
68.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
68.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
68.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
68.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
68.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
67.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
67.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
67.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
67.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
65.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
65.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
65.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
65.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
64.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
64.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
64.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
64.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
64.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
64.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
64.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
64.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
64.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
63.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
63.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
63.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
62.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
62.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
62.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
62.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
62.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
61.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
61.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
61.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
61.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
61.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
61.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
61.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
60.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
60.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
60.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
60.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
59.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
59.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
59.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
59.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
59.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
59.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
58.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
58.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
58.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
58.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
57.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
57.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
57.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
57.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
57.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
56.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
56.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
56.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
56.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
56.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
56.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
55.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
55.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
55.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
55.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
55.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
55.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
54.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
54.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
54.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
54.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
53.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
53.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
53.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
53.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
53.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
52.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
52.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
52.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
52.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
52.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
52.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
52.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
52.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
52.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
51.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
51.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
51.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
50.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
50.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
50.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
50.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
50.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
50.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
49.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
49.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
49.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
49.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
48.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
48.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
48.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
48.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
48.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
47.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
47.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
47.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
47.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
47.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
47.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
47.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
47.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
46.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
46.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
46.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
46.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
46.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
46.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
46.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
46.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
46.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
46.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
46.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
45.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
45.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
45.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
45.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
44.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
44.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
44.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
43.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
43.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
43.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
43.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
43.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
42.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
42.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
42.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
42.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
42.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
41.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
41.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
41.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
41.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
40.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
40.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
40.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
40.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
40.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
40.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
40.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
40.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
39.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
39.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
39.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
39.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
39.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
39.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
38.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
38.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
38.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
38.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
38.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
38.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
38.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
38.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
38.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
37.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
37.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
37.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
37.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
37.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
37.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
37.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
36.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
36.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
36.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
36.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
36.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
36.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
36.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
35.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
35.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
35.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
35.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
34.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
34.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
34.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
34.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
34.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
34.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
34.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
34.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
34.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
34.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
34.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
34.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
33.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
33.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
33.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
33.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
32.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
32.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
32.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
32.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
32.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
31.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
31.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
31.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
31.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
31.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
30.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
30.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
30.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
30.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
30.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
30.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
29.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
29.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
29.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
29.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
28.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
28.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
28.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
28.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
27.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
27.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
27.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
26.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
26.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
25.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
25.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
25.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
25.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
25.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
25.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
24.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
22.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
22.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
21.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
17.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
GADD45B 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
79.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
311.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
305.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
248.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
230.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
208.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
203.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
202.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
193.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
179.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
175.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
169.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
150.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
148.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
145.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
137.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
128.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
109.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
106.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
105.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
105.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
99.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
99.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
98.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
98.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
97.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
96.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
96.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
91.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
90.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
89.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
88.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
86.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
85.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
84.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
76.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
76.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
75.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
74.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
73.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
73.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
72.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
70.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
69.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
65.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
64.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
61.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
59.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
59.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
59.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
57.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
55.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
55.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
53.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
53.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
52.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
51.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
50.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
50.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
48.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
47.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
47.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
47.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
46.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
46.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
45.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
45.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
44.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
44.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
43.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
42.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
41.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
39.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
36.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
35.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
34.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
33.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
30.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
27.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
20.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
GADD45B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
52.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
532.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
497.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
333.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
328.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
295.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
208.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
206.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
194.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
189.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
185.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
180.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
178.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
169.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
167.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
161.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
161.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
148.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
142.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
139.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
136.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
123.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
119.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
116.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
115.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
111.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
107.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
106.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
103.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
102.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
102.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
102.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
101.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
99.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
99.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
99.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
92.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
92.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
87.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
86.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
85.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
84.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
84.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
83.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
83.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
82.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
82.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
82.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
81.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
79.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
79.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
78.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
76.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
75.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
74.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
74.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
73.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
73.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
72.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
71.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
70.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
69.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
69.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
66.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
66.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
66.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
64.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
64.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
63.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
62.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
62.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
61.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
61.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
60.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
58.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
58.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
57.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
57.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
57.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
56.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
56.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
56.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
56.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
55.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
55.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
55.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
54.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
54.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
54.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
53.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
53.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
53.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
53.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
52.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
52.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
50.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
48.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
48.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
48.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
47.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
47.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
47.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
46.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
46.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
45.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
44.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
44.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
44.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
44.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
44.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
43.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
43.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
43.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
43.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
43.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
43.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
42.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
42.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
42.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
41.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
40.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
40.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
40.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
39.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
39.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
38.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
38.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
38.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
38.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
37.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
37.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
36.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
36.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
36.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
35.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
35.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
35.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
34.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
34.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
34.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
33.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
32.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
32.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
31.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
31.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
30.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
29.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
28.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
28.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
27.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
27.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
27.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
26.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
26.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
26.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
25.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
25.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
25.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
25.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
24.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
23.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
23.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
23.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
23.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
22.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
22.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
22.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
21.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
21.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
21.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
21.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
21.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
21.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
20.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
20.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
20.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
20.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
20.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
19.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
19.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
19.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
19.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
18.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
18.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
18.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
17.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
16.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
16.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
15.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
14.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
13.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
12.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
11.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
11.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
10.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
10.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
9.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
8.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
6.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
5.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
4.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
