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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.
SUB1 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
62.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
195.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
146.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
126.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
119.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
115.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
112.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
109.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
106.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
101.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
98.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
93.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
91.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
90.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
89.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
88.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
83.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
82.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
80.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
79.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
76.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
73.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
71.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
70.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
68.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
68.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
68.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
66.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
65.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
64.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
63.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
61.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
60.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
60.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
58.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
56.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
56.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
56.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
56.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
55.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
55.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
52.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
52.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
50.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
45.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
45.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
44.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
40.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
35.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
35.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
30.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
29.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
25.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
25.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
15.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
3.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
SUB1 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
112.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
350.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
340.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
311.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
300.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
280.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
243.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
240.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
238.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
237.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
228.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
224.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
201.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
198.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
196.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
195.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
193.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
189.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
187.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
184.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
183.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
183.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
181.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
181.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
180.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
179.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
178.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
177.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
176.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
175.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
172.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
172.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
171.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
170.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
170.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
169.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
168.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
167.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
167.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
166.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
166.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
166.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
166.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
163.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
163.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
163.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
162.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
161.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
161.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
161.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
160.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
160.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
159.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
158.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
157.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
155.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
153.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
153.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
153.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
153.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
153.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
153.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
153.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
152.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
152.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
152.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
152.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
151.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
151.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
150.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
150.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
149.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
148.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
147.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
147.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
147.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
147.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
147.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
146.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
146.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
146.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
145.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
144.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
144.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
144.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
142.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
142.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
141.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
141.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
141.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
140.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
140.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
140.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
139.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
138.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
138.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
138.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
137.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
137.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
137.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
137.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
136.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
135.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
135.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
134.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
134.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
134.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
133.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
133.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
133.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
132.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
132.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
132.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
132.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
132.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
132.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
132.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
131.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
131.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
130.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
130.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
130.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
130.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
130.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
130.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
129.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
129.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
129.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
129.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
128.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
128.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
128.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
127.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
126.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
126.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
126.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
126.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
126.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
126.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
126.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
125.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
125.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
125.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
125.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
125.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
125.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
124.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
124.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
124.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
124.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
124.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
124.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
123.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
123.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
123.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
123.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
123.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
122.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
122.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
122.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
122.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
122.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
122.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
121.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
121.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
121.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
121.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
120.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
120.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
120.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
120.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
120.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
119.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
119.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
119.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
119.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
119.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
118.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
118.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
118.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
118.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
118.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
118.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
118.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
118.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
118.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
118.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
117.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
117.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
117.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
117.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
117.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
117.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
117.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
117.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
116.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
116.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
116.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
116.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
116.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
116.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
116.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
116.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
116.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
115.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
115.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
115.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
115.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
115.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
115.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
115.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
115.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
114.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
114.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
114.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
114.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
114.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
114.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
114.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
113.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
113.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
113.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
113.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
113.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
113.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
113.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
113.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
112.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
112.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
112.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
112.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
112.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
112.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
112.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
111.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
111.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
111.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
111.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
111.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
111.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
111.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
110.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
110.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
110.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
110.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
110.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
110.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
109.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
109.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
109.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
109.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
109.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
109.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
109.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
109.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
109.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
109.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
109.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
108.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
108.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
108.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
108.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
107.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
107.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
107.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
107.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
107.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
107.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
107.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
106.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
106.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
106.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
106.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
106.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
106.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
105.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
105.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
105.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
105.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
105.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
105.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
105.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
104.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
104.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
104.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
104.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
104.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
104.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
104.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
104.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
104.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
104.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
103.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
103.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
103.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
103.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
103.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
103.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
103.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
103.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
103.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
103.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
103.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
103.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
103.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
103.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
103.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
103.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
103.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
103.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
103.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
102.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
102.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
102.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
102.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
102.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
101.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
101.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
101.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
101.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
101.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
101.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
100.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
100.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
100.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
100.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
100.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
100.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
99.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
99.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
99.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
99.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
99.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
99.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
99.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
99.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
99.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
99.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
99.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
98.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
98.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
98.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
98.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
98.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
98.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
97.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
97.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
97.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
97.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
97.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
97.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
97.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
96.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
96.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
96.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
96.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
96.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
96.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
95.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
95.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
95.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
95.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
95.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
95.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
95.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
94.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
94.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
94.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
94.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
94.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
93.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
93.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
93.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
93.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
93.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
93.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
92.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
92.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
92.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
92.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
91.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
91.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
91.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
91.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
91.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
90.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
90.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
90.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
90.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
89.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
89.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
89.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
89.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
89.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
88.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
87.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
87.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
87.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
86.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
86.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
86.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
86.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
86.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
85.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
85.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
85.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
85.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
84.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
84.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
84.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
84.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
84.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
83.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
83.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
83.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
83.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
83.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
83.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
83.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
82.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
82.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
81.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
81.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
81.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
81.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
81.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
80.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
80.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
80.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
79.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
79.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
79.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
79.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
79.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
79.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
78.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
78.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
78.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
77.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
77.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
76.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
76.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
76.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
76.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
76.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
75.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
75.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
75.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
75.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
75.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
74.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
74.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
74.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
73.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
73.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
73.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
72.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
72.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
72.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
71.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
71.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
71.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
71.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
71.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
70.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
70.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
70.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
69.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
69.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
68.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
68.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
68.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
68.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
68.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
67.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
67.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
67.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
66.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
66.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
66.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
66.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
65.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
65.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
65.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
65.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
65.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
65.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
65.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
63.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
62.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
61.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
61.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
60.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
60.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
58.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
58.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
58.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
57.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
56.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
55.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
53.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
53.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
53.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
52.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
52.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
49.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
48.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
48.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
46.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
44.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
44.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
44.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
44.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
35.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
33.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26.4
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.
SUB1 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
131.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
332.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
294.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
238.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
219.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
218.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
208.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
192.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
188.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
187.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
181.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
179.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
176.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
176.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
175.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
170.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
166.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
164.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
163.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
158.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
154.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
153.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
152.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
148.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
147.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
146.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
145.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
145.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
144.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
142.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
142.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
138.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
138.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
136.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
135.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
134.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
134.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
134.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
131.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
131.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
131.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
131.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
131.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
131.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
130.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
130.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
130.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
128.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
126.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
125.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
124.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
121.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
120.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
118.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
118.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
118.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
117.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
117.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
116.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
115.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
115.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
113.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
113.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
113.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
110.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
109.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
109.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
109.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
109.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
108.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
107.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
107.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
107.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
106.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
105.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
102.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
102.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
101.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
101.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
100.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
99.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
97.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
95.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
94.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
93.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
92.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
91.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
90.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
90.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
89.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
88.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
86.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
83.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
83.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
82.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
82.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
79.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
70.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
69.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SUB1 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
73.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
247.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
212.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
201.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
195.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
192.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
188.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
178.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
168.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
144.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
142.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
142.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
140.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
133.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
133.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
133.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
132.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
131.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
127.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
127.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
127.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
126.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
125.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
124.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
124.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
124.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
123.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
122.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
121.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
119.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
119.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
117.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
116.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
116.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
115.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
115.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
113.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
113.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
112.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
111.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
111.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
111.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
110.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
110.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
109.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
109.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
109.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
107.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
106.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
106.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
106.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
105.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
105.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
100.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
100.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
99.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
99.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
99.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
99.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
98.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
98.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
98.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
98.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
97.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
97.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
97.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
96.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
96.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
95.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
95.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
95.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
95.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
95.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
94.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
93.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
93.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
93.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
92.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
92.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
92.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
92.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
91.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
89.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
89.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
89.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
88.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
88.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
88.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
88.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
88.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
87.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
87.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
87.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
87.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
87.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
87.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
87.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
87.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
87.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
86.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
86.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
86.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
86.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
85.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
85.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
85.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
84.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
84.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
83.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
82.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
82.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
82.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
81.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
81.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
81.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
80.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
80.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
80.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
80.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
80.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
78.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
78.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
78.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
78.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
77.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
77.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
77.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
77.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
76.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
76.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
76.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
75.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
74.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
74.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
74.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
73.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
73.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
73.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
73.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
73.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
72.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
72.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
72.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
72.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
72.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
71.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
71.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
70.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
70.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
70.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
69.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
68.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
68.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
68.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
68.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
67.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
67.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
67.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
66.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
66.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
66.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
66.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
66.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
65.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
65.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
65.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
64.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
63.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
63.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
63.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
63.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
63.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
63.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
63.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
62.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
61.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
61.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
59.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
59.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
59.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
59.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
59.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
58.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
58.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
58.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
57.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
57.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
57.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
56.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
56.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
55.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
55.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
55.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
55.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
54.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
54.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
52.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
52.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
52.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
52.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
51.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
51.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
51.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
51.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
51.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
50.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
49.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
49.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
48.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
48.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
47.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
47.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
46.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
46.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
45.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
44.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
44.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
43.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
42.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
42.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
41.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
40.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
40.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
39.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
38.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
38.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
38.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
36.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
36.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
34.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
33.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
30.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
28.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
27.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
27.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
25.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
25.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
25.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
25.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
22.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
17.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
15.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
13.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
10.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
9.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
7.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
5.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
4.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
1.2
CPT0088550004
Tumor
1.1
CPT0009060003
Tumor
0.8
CPT0079410003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0079380003
Tumor
0.5
CPT0024680001
Normal
0.5
CPT0079230003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0014470001
Normal
0.4
CPT0088760003
Tumor
0.4
CPT0081600003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0078990003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0079180003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0012900004
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0069160003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0007870001
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0065820001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0013790003
Normal
0.1
CPT0006730001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0023690003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0006630003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0079270003
Tumor
-0.2
CPT0088710001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0086030003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0078830003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0081880003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0076330003
Tumor
-0.6
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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
