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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.
SLC38A2 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
46.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
205.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
122.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
115.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
107.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
104.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
97.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
88.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
77.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
75.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
72.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
69.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
64.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
61.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
59.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
55.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
53.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
52.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
52.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
50.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
49.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
45.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
45.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
44.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
44.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
44.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
42.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
41.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
39.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
38.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
35.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
34.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
34.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
33.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
31.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
31.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
30.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
30.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
29.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
29.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
28.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
28.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
28.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
28.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
28.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
28.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
27.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
24.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
24.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
23.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
21.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
20.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
19.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
15.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
14.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC38A2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
50.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
243.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
136.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
127.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
126.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
126.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
123.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
122.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
119.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
117.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
116.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
112.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
105.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
102.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
102.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
101.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
101.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
98.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
97.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
97.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
96.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
94.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
93.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
93.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
92.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
91.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
91.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
90.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
90.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
89.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
88.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
87.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
87.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
87.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
87.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
87.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
86.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
85.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
85.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
84.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
84.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
84.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
83.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
83.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
82.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
82.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
81.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
81.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
80.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
79.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
79.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
78.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
78.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
78.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
78.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
77.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
77.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
77.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
76.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
76.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
75.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
75.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
75.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
74.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
74.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
74.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
74.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
74.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
73.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
73.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
73.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
72.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
72.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
72.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
71.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
71.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
71.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
71.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
71.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
71.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
71.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
71.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
71.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
71.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
71.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
71.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
70.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
70.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
69.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
69.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
69.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
69.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
69.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
68.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
68.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
68.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
68.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
68.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
67.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
67.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
66.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
66.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
66.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
66.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
66.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
66.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
66.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
66.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
65.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
65.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
65.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
65.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
65.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
65.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
64.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
64.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
64.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
63.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
63.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
63.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
63.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
62.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
62.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
62.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
62.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
62.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
61.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
61.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
61.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
61.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
61.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
61.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
61.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
61.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
61.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
60.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
60.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
60.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
60.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
60.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
60.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
60.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
60.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
60.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
59.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
59.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
59.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
59.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
59.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
59.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
59.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
58.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
58.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
58.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
58.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
58.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
58.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
58.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
58.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
58.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
58.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
57.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
57.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
57.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
57.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
56.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
56.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
56.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
56.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
56.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
56.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
56.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
56.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
55.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
55.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
55.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
55.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
55.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
55.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
55.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
55.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
55.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
54.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
54.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
53.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
53.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
53.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
53.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
53.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
53.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
53.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
52.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
52.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
52.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
52.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
52.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
52.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
52.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
52.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
52.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
52.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
52.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
51.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
51.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
51.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
51.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
51.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
51.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
51.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
51.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
50.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
50.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
50.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
50.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
50.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
50.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
50.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
50.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
50.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
50.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
50.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
50.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
50.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
49.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
49.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
49.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
49.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
49.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
49.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
49.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
49.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
49.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
49.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
49.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
49.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
49.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
49.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
48.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
48.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
48.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
48.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
48.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
48.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
47.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
47.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
47.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
47.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
47.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
47.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
47.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
47.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
47.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
46.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
46.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
46.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
46.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
46.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
46.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
45.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
45.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
45.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
45.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
45.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
45.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
45.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
45.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
45.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
45.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
45.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
45.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
45.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
44.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
44.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
44.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
44.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
44.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
44.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
44.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
44.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
44.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
44.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
44.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
44.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
43.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
43.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
43.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
43.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
42.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
42.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
42.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
42.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
42.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
42.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
42.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
42.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
42.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
42.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
42.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
41.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
41.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
41.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
41.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
40.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
40.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
40.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
40.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
40.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
40.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
40.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
39.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
39.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
39.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
39.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
39.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
39.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
39.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
39.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
39.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
38.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
38.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
38.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
38.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
38.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
38.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
38.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
38.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
38.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
38.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
38.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
37.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
37.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
37.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
37.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
37.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
37.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
37.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
37.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
37.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
37.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
37.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
36.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
36.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
36.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
36.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
36.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
36.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
36.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
36.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
35.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
35.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
35.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
35.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
35.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
35.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
35.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
35.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
34.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
34.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
34.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
34.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
34.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
34.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
34.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
34.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
34.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
34.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
33.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
33.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
33.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
33.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
33.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
32.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
32.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
32.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
32.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
32.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
32.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
32.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
32.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
32.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
31.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
31.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
31.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
31.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
31.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
31.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
30.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
30.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
30.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
30.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
30.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
30.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
30.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
30.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
30.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
29.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
29.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
29.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
29.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
28.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
28.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
28.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
28.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
28.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
27.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
27.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
26.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
26.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
26.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
25.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
25.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
25.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
24.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
24.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
24.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
23.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
23.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
23.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
23.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
23.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
23.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
23.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
23.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
22.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
22.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
22.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
22.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
20.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
20.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
20.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
19.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
18.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
17.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
17.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
16.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
16.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.3
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.
SLC38A2 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
56.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
163.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
141.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
127.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
106.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
104.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
102.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
99.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
98.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
98.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
89.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
87.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
84.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
83.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
80.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
80.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
76.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
75.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
71.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
71.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
70.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
70.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
68.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
68.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
67.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
67.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
66.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
66.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
66.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
66.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
65.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
64.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
64.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
63.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
62.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
61.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
61.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
61.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
58.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
58.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
57.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
57.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
57.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
56.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
56.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
56.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
55.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
55.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
54.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
54.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
53.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
53.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
53.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
51.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
50.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
50.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
49.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
48.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
47.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
47.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
46.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
46.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
46.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
44.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
44.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
40.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
40.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
39.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
38.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
37.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
36.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
36.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
35.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
35.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
34.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
34.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
33.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
33.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
32.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
28.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
27.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
25.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
24.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
20.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC38A2 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
42.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
786.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
229.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
140.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
104.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
101.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
97.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
92.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
91.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
87.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
84.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
83.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
82.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
80.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
77.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
76.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
76.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
75.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
75.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
74.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
74.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
74.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
73.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
71.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
71.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
71.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
69.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
66.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
66.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
65.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
65.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
64.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
64.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
63.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
63.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
63.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
63.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
63.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
63.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
63.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
62.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
60.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
60.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
60.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
60.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
59.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
58.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
58.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
58.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
56.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
56.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
56.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
56.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
56.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
55.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
55.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
54.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
54.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
53.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
53.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
53.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
53.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
53.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
53.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
53.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
53.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
52.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
52.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
52.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
52.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
51.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
51.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
51.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
51.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
51.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
51.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
50.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
50.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
50.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
50.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
49.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
49.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
49.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
49.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
48.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
47.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
47.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
47.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
46.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
46.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
45.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
45.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
45.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
45.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
44.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
44.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
43.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
43.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
43.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
43.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
43.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
43.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
43.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
43.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
43.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
42.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
42.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
42.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
42.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
41.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
41.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
41.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
41.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
41.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
41.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
41.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
40.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
40.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
40.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
39.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
39.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
38.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
38.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
38.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
38.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
37.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
37.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
36.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
36.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
36.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
36.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
36.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
36.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
35.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
35.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
34.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
34.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
34.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
34.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
34.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
33.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
33.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
33.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
33.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
33.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
32.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
32.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
32.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
32.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
31.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
31.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
31.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
31.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
31.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
31.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
30.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
30.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
30.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
30.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
30.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
29.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
29.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
29.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
29.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
28.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
28.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
28.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
28.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
28.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
28.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
27.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
27.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
27.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
27.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
26.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
26.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
25.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
25.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
25.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
25.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
24.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
23.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
23.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
20.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
20.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
20.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
20.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
19.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
17.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
16.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
15.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
14.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
12.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
10.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
