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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.
RER1 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
65.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
122.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
118.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
116.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
102.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
101.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
99.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
96.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
92.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
90.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
88.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
88.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
83.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
80.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
79.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
78.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
78.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
74.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
74.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
74.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
72.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
71.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
69.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
69.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
68.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
67.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
67.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
67.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
67.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
65.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
64.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
64.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
63.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
63.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
62.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
61.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
61.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
59.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
57.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
57.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
56.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
56.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
55.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
54.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
54.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
52.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
52.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
51.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
50.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
49.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
49.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
49.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
49.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
48.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
47.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
43.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
41.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
40.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
38.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
38.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
35.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
32.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
32.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
RER1 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
95.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
178.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
174.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
166.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
165.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
162.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
158.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
157.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
153.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
153.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
152.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
150.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
149.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
147.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
147.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
146.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
146.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
143.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
141.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
139.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
138.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
138.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
138.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
137.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
137.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
135.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
135.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
135.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
135.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
135.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
135.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
134.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
134.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
134.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
133.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
133.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
132.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
131.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
130.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
130.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
130.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
130.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
129.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
129.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
129.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
128.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
128.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
128.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
127.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
127.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
127.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
127.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
126.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
126.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
126.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
125.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
125.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
124.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
124.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
124.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
124.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
123.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
123.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
123.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
123.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
123.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
123.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
123.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
123.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
123.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
122.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
122.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
121.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
121.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
121.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
121.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
121.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
120.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
120.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
120.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
120.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
119.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
119.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
119.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
119.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
119.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
118.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
118.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
118.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
117.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
117.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
117.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
117.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
117.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
117.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
117.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
116.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
116.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
116.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
116.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
116.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
116.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
116.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
116.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
116.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
116.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
116.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
115.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
115.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
115.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
115.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
115.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
115.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
115.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
115.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
115.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
114.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
114.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
114.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
114.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
114.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
113.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
113.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
113.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
113.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
113.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
113.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
113.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
112.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
112.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
112.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
112.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
111.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
111.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
111.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
111.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
111.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
111.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
111.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
110.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
110.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
110.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
110.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
110.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
110.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
110.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
110.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
110.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
110.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
109.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
109.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
109.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
109.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
109.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
109.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
109.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
109.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
109.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
108.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
108.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
108.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
108.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
108.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
108.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
108.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
108.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
108.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
108.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
107.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
107.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
107.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
107.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
107.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
107.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
107.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
106.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
106.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
106.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
106.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
106.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
106.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
106.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
106.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
106.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
106.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
106.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
106.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
105.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
105.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
105.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
105.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
105.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
105.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
104.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
104.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
104.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
104.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
104.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
104.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
104.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
104.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
104.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
104.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
104.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
104.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
104.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
103.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
103.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
103.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
103.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
103.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
102.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
102.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
102.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
102.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
102.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
102.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
101.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
101.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
101.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
101.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
101.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
101.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
101.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
101.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
101.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
101.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
101.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
101.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
100.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
100.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
100.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
100.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
100.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
100.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
100.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
100.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
99.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
99.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
99.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
99.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
99.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
99.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
99.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
99.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
99.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
98.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
98.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
98.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
98.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
98.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
98.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
97.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
97.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
97.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
97.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
97.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
97.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
97.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
97.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
97.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
97.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
97.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
97.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
96.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
96.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
96.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
96.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
96.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
95.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
95.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
95.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
95.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
95.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
95.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
95.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
95.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
95.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
95.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
95.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
94.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
94.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
94.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
94.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
94.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
94.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
94.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
94.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
93.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
93.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
93.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
93.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
93.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
93.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
93.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
92.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
92.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
92.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
92.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
92.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
92.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
92.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
91.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
91.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
91.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
91.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
91.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
91.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
91.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
90.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
90.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
90.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
90.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
90.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
90.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
90.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
90.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
90.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
89.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
89.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
89.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
89.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
89.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
89.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
88.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
88.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
88.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
88.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
88.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
88.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
88.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
88.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
88.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
88.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
87.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
87.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
87.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
87.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
87.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
87.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
87.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
87.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
87.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
87.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
87.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
87.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
87.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
86.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
86.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
86.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
86.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
86.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
85.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
85.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
85.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
85.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
85.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
85.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
84.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
84.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
84.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
84.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
84.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
84.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
84.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
84.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
83.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
83.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
83.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
83.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
83.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
83.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
83.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
83.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
83.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
82.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
82.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
82.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
82.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
82.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
82.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
81.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
81.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
81.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
80.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
80.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
80.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
80.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
79.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
79.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
79.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
78.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
78.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
78.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
78.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
78.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
78.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
77.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
77.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
76.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
76.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
76.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
75.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
75.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
75.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
75.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
75.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
75.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
74.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
74.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
74.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
74.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
73.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
73.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
73.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
73.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
73.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
73.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
73.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
72.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
72.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
71.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
71.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
71.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
71.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
71.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
71.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
71.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
71.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
71.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
70.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
70.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
70.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
70.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
69.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
69.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
69.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
69.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
69.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
68.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
68.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
68.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
67.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
67.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
67.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
67.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
67.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
67.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
67.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
66.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
65.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
65.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
65.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
64.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
64.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
64.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
64.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
64.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
64.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
63.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
63.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
62.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
61.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
61.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
60.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
60.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
60.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
59.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
59.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
59.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
58.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
57.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
57.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
57.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
56.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
56.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
56.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
55.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
55.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
55.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
54.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
54.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
53.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
53.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
53.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
52.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
52.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
51.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
51.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
51.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
51.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
51.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
51.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
50.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
50.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
49.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
49.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
49.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
48.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
47.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
47.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
46.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
46.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
46.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
45.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
44.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
44.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
44.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
44.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
43.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
43.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
42.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
41.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
41.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
40.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
40.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
39.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
39.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
38.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
32.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
29.9
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.
RER1 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
120.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
199.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
177.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
170.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
170.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
165.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
161.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
159.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
153.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
152.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
149.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
148.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
148.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
147.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
146.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
145.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
145.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
145.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
144.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
144.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
141.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
140.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
140.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
139.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
139.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
139.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
138.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
137.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
136.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
135.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
134.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
134.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
134.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
134.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
133.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
133.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
132.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
131.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
131.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
130.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
130.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
129.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
129.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
128.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
128.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
128.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
127.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
127.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
125.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
124.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
123.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
121.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
121.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
121.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
121.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
120.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
119.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
119.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
117.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
115.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
115.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
114.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
113.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
112.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
112.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
110.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
110.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
110.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
107.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
107.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
104.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
103.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
102.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
101.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
100.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
98.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
98.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
98.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
97.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
97.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
97.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
94.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
94.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
94.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
93.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
92.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
90.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
90.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
90.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
89.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
89.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
89.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
88.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
88.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
87.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
85.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
79.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
78.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
74.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
52.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RER1 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
73.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
175.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
167.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
151.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
144.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
141.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
139.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
133.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
133.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
130.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
130.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
129.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
124.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
121.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
120.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
119.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
117.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
116.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
115.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
115.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
113.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
113.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
109.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
109.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
108.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
108.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
106.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
106.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
105.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
105.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
105.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
104.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
102.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
101.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
101.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
101.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
100.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
99.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
99.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
99.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
99.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
98.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
97.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
97.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
97.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
97.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
96.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
96.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
96.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
96.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
95.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
94.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
94.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
93.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
92.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
92.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
91.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
90.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
90.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
89.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
89.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
89.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
89.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
88.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
88.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
88.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
88.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
88.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
88.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
88.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
87.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
87.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
86.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
86.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
86.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
86.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
85.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
84.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
84.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
84.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
84.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
82.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
81.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
81.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
81.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
81.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
81.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
81.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
80.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
80.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
80.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
80.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
79.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
79.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
79.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
78.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
78.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
78.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
78.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
78.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
78.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
77.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
77.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
77.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
77.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
76.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
76.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
76.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
76.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
75.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
75.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
75.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
75.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
75.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
75.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
74.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
74.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
74.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
74.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
74.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
74.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
73.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
73.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
72.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
72.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
72.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
72.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
72.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
72.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
71.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
71.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
71.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
71.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
70.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
70.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
70.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
70.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
70.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
70.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
70.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
70.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
70.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
70.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
69.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
69.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
69.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
69.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
69.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
68.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
68.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
68.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
68.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
68.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
68.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
68.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
67.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
67.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
67.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
67.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
67.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
66.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
66.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
66.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
66.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
66.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
65.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
65.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
65.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
65.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
65.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
64.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
64.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
64.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
64.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
64.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
64.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
64.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
64.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
63.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
63.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
63.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
62.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
62.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
62.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
62.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
62.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
62.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
62.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
61.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
61.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
61.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
61.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
61.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
60.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
60.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
59.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
59.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
59.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
59.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
59.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
59.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
59.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
58.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
58.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
58.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
58.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
58.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
58.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
57.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
57.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
57.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
56.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
56.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
56.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
55.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
55.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
55.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
55.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
54.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
54.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
54.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
54.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
54.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
53.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
53.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
53.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
52.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
52.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
52.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
52.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
52.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
52.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
52.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
51.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
51.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
50.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
50.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
50.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
49.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
49.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
49.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
49.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
48.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
48.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
48.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
47.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
47.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
46.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
46.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
46.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
46.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
45.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
45.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
45.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
45.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
44.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
44.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
44.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
43.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
42.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
42.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
42.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
41.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
41.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
41.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
40.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
39.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
38.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
36.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
35.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
35.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
34.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
34.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
34.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
32.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
29.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.1
CPT0078800003
Tumor
1.0
CPT0012280003
Tumor
1.0
CPT0002350011
Tumor
1.0
CPT0081880003
Tumor
0.9
CPT0079270003
Tumor
0.9
CPT0012180003
Tumor
0.8
CPT0078660003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0001180009
Tumor
0.6
CPT0025110003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0012550003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0075130003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0001260009
Tumor
0.3
CPT0006530001
Normal
0.3
CPT0092160003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0024670003
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0088480003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0001190001
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0079300001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0007870001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0014130001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0002270011
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0063640001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0092190003
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0006900003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0020020001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0009000003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0089480003
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0012090003
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0081990003
Tumor
-0.3
CPT0071150004
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0007860003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0020130001
Normal
-0.4
CPT0019990003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0012080003
Tumor
-0.5
CPT0079180003
Tumor
-0.5
CPT0009020003
Normal
-0.5
CPT0012920003
Normal
-0.6
CPT0009060003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0024680001
Normal
-0.6
CPT0006630003
Tumor
-0.6
CPT0009080003
Normal
-0.7
CPT0077490003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0084560003
Tumor
-0.8
CPT0011240003
Tumor
-0.9
CPT0017410003
Tumor
-2.1
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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
