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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.
NFE2L2 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
80.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
267.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
213.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
203.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
183.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
159.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
157.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
141.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
133.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
121.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
120.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
117.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
111.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
106.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
105.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
97.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
95.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
93.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
89.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
87.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
87.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
84.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
84.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
81.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
79.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
77.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
74.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
74.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
73.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
73.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
72.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
71.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
70.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
69.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
68.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
68.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
68.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
66.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
64.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
62.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
60.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
58.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
57.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
57.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
56.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
54.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
52.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
48.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
48.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
47.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
44.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
42.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
41.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
39.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
38.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
37.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
31.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
30.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
30.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
29.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
29.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
29.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
27.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
NFE2L2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
79.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
209.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
198.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
182.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
175.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
175.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
175.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
167.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
165.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
161.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
160.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
157.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
157.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
156.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
154.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
151.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
150.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
149.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
149.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
144.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
144.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
143.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
142.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
142.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
140.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
139.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
139.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
137.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
137.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
136.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
136.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
132.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
132.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
131.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
131.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
129.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
128.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
128.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
127.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
127.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
127.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
126.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
126.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
125.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
124.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
124.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
123.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
123.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
122.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
122.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
120.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
120.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
119.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
118.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
118.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
118.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
118.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
117.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
117.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
116.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
116.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
116.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
116.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
116.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
116.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
115.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
114.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
112.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
112.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
112.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
112.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
111.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
111.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
110.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
110.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
109.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
109.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
109.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
108.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
108.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
108.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
108.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
108.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
107.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
107.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
107.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
106.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
106.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
106.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
106.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
106.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
105.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
103.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
103.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
102.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
101.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
101.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
101.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
101.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
101.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
100.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
100.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
100.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
100.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
99.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
99.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
99.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
99.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
99.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
98.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
98.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
98.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
97.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
97.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
97.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
96.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
96.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
96.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
96.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
96.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
96.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
95.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
95.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
95.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
95.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
95.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
95.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
95.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
95.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
95.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
95.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
94.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
94.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
94.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
94.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
94.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
94.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
94.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
94.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
94.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
93.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
93.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
93.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
93.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
93.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
93.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
92.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
92.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
92.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
92.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
92.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
92.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
92.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
91.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
91.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
91.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
91.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
91.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
91.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
91.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
90.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
90.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
90.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
90.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
90.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
90.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
90.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
90.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
90.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
90.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
90.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
89.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
89.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
89.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
89.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
89.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
89.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
89.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
89.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
89.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
88.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
88.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
88.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
88.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
88.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
88.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
87.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
87.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
87.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
87.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
86.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
86.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
86.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
86.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
86.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
86.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
86.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
86.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
86.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
85.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
85.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
85.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
84.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
84.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
84.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
84.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
84.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
84.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
84.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
84.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
83.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
83.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
83.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
83.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
83.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
82.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
82.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
82.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
82.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
82.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
82.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
82.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
82.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
82.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
82.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
82.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
81.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
81.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
81.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
81.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
80.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
80.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
79.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
79.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
79.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
79.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
79.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
79.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
79.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
79.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
79.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
79.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
79.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
78.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
78.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
78.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
77.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
77.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
77.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
77.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
77.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
77.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
77.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
77.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
77.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
77.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
76.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
76.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
76.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
76.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
76.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
76.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
76.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
76.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
76.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
75.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
75.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
75.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
75.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
75.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
75.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
75.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
74.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
74.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
74.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
74.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
74.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
74.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
74.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
74.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
73.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
73.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
73.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
73.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
72.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
72.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
72.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
72.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
72.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
72.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
71.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
71.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
71.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
71.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
71.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
71.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
71.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
71.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
71.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
70.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
70.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
70.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
70.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
70.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
70.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
70.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
70.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
70.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
70.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
69.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
69.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
69.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
69.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
69.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
69.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
68.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
68.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
68.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
68.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
68.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
68.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
68.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
68.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
68.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
68.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
68.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
68.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
67.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
67.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
67.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
67.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
66.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
66.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
66.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
66.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
66.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
66.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
66.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
66.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
65.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
65.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
65.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
65.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
65.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
65.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
65.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
65.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
65.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
65.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
65.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
65.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
65.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
65.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
64.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
64.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
64.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
64.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
64.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
64.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
64.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
63.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
63.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
63.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
63.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
62.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
62.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
62.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
62.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
62.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
61.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
61.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
61.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
61.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
61.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
61.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
61.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
61.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
61.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
61.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
61.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
60.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
60.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
60.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
60.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
60.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
60.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
60.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
60.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
60.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
60.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
59.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
59.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
59.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
58.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
58.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
58.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
58.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
58.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
58.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
58.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
58.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
58.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
57.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
57.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
57.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
57.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
57.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
57.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
57.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
56.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
56.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
56.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
56.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
55.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
55.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
55.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
55.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
54.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
54.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
54.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
54.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
53.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
53.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
53.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
53.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
52.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
52.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
52.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
52.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
52.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
52.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
51.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
51.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
51.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
51.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
51.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
50.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
50.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
50.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
50.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
50.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
50.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
49.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
49.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
49.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
49.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
48.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
48.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
48.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
47.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
47.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
47.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
47.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
47.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
46.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
46.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
46.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
45.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
45.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
44.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
44.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
44.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
43.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
43.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
43.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
43.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
41.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
41.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
41.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
41.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
40.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
40.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
40.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
40.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
40.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
40.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
39.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
39.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
39.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
39.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
38.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
38.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
38.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
38.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
37.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
37.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
37.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
37.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
37.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
37.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
36.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
36.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
36.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
34.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
33.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
32.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
31.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
30.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
30.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
28.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
25.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
20.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
19.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
18.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
10.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
NFE2L2 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
95.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
224.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
182.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
151.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
146.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
143.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
138.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
132.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
132.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
130.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
129.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
129.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
127.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
125.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
122.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
119.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
118.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
118.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
116.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
114.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
114.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
111.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
111.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
110.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
109.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
109.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
109.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
107.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
107.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
106.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
106.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
105.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
104.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
103.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
103.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
102.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
102.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
101.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
101.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
101.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
100.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
98.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
97.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
96.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
95.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
95.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
94.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
93.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
93.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
91.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
91.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
90.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
90.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
89.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
89.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
89.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
88.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
88.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
88.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
87.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
87.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
87.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
86.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
86.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
86.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
86.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
85.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
84.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
83.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
82.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
81.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
80.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
80.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
80.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
79.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
79.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
78.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
78.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
77.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
76.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
75.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
74.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
74.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
73.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
72.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
71.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
69.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
68.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
68.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
66.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
61.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
61.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
61.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
60.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
57.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
52.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
50.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
49.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
47.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
NFE2L2 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
85.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
259.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
237.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
236.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
227.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
226.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
216.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
205.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
196.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
187.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
185.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
176.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
175.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
173.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
172.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
170.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
163.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
162.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
162.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
153.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
150.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
147.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
147.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
147.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
146.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
146.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
145.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
145.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
141.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
141.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
141.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
139.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
138.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
137.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
136.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
136.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
135.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
135.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
135.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
135.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
131.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
129.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
127.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
127.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
127.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
126.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
125.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
123.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
122.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
122.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
121.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
121.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
119.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
119.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
119.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
119.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
118.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
118.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
117.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
117.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
116.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
115.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
115.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
114.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
114.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
113.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
110.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
107.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
107.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
107.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
106.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
105.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
105.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
104.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
104.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
102.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
102.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
102.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
101.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
101.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
101.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
101.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
100.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
100.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
100.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
100.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
99.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
99.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
99.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
99.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
98.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
98.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
98.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
98.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
97.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
96.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
96.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
95.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
94.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
94.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
94.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
94.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
94.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
94.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
92.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
92.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
92.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
91.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
91.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
91.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
91.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
90.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
90.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
90.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
90.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
90.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
89.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
88.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
87.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
86.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
86.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
85.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
84.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
84.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
83.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
82.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
82.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
81.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
81.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
81.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
80.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
80.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
79.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
79.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
78.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
77.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
77.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
77.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
77.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
77.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
77.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
77.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
76.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
76.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
76.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
76.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
75.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
75.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
75.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
74.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
73.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
73.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
73.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
73.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
73.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
72.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
72.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
72.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
72.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
72.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
71.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
71.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
71.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
70.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
70.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
69.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
69.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
69.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
69.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
69.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
69.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
68.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
68.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
68.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
68.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
68.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
67.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
67.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
67.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
66.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
66.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
66.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
66.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
65.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
65.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
64.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
64.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
63.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
62.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
62.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
61.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
61.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
61.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
60.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
60.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
60.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
59.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
59.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
59.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
59.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
59.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
58.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
56.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
56.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
56.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
56.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
52.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
52.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
52.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
52.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
51.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
50.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
49.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
49.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
49.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
48.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
48.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
48.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
47.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
47.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
47.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
47.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
47.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
46.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
46.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
44.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
44.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
44.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
43.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
43.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
43.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
42.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
42.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
41.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
41.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
41.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
41.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
41.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
41.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
40.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
39.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
38.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
38.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
38.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
38.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
38.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
38.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
37.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
37.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
37.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
36.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
35.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
35.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
34.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
33.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
32.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
32.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
32.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
32.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
31.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
31.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
30.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
30.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
29.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
29.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
29.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
28.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
28.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
27.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
26.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
24.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
23.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
16.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.6
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
