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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.
ITM2A 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
10.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
54.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
42.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
42.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
36.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
33.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
29.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
22.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
20.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
6.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
ITM2A is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
144.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
118.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
117.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
114.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
101.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
100.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
99.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
92.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
88.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
83.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
82.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
82.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
80.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
79.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
76.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
75.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
75.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
74.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
73.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
73.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
73.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
70.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
70.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
70.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
70.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
70.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
70.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
67.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
67.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
66.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
63.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
63.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
63.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
62.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
62.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
62.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
61.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
61.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
59.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
59.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
57.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
57.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
57.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
56.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
56.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
56.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
55.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
55.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
54.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
54.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
53.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
53.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
52.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
52.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
52.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
51.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
51.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
51.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
50.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
50.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
50.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
49.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
49.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
48.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
48.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
48.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
48.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
48.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
48.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
47.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
47.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
47.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
47.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
46.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
45.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
45.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
45.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
45.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
44.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
44.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
44.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
43.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
42.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
42.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
42.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
42.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
42.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
42.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
41.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
41.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
41.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
41.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
41.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
41.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
41.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
41.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
40.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
40.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
40.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
40.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
39.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
39.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
39.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
39.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
39.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
39.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
38.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
38.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
38.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
38.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
38.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
38.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
38.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
38.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
37.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
37.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
37.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
36.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
36.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
36.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
35.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
35.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
35.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
34.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
34.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
34.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
33.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
33.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
33.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
33.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
33.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
33.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
33.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
33.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
33.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
33.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
33.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
32.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
32.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
32.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
31.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
31.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
30.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
30.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
30.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
30.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
29.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
29.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
29.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
28.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
28.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
28.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
28.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
28.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
28.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
27.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
27.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
27.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
27.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
27.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
27.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
27.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
27.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
26.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
26.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
26.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
26.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
26.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
25.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
25.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
25.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
25.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
25.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
25.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
24.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
23.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
23.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
23.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
22.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
22.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
22.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
22.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
22.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
22.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
22.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
21.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
21.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
21.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
21.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
20.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
20.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
20.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
19.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
19.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
19.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
19.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
19.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
18.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
18.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
17.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
17.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
16.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
16.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
16.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
16.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
15.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
15.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
15.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
14.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
14.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
13.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
13.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
12.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
12.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
11.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
9.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
7.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
7.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
7.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
7.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
6.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
6.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
6.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
5.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
5.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
5.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
5.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
5.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
5.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
4.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
3.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
3.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
3.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
3.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
3.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
2.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
2.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
2.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
2.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
2.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
ITM2A 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
29.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
124.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
89.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
84.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
83.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
77.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
69.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
65.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
63.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
62.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
61.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
59.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
55.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
54.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
53.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
51.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
51.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
50.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
49.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
47.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
44.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
43.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
43.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
42.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
42.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
41.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
40.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
38.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
37.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
37.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
37.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
35.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
33.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
33.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
32.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
31.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
28.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
26.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
26.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
21.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
21.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
19.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
8.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
7.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
7.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
5.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
3.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ITM2A 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
6.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
72.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
69.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
64.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
50.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
49.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
41.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
36.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
36.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
33.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
33.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
25.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
23.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
20.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
20.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
19.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
18.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
17.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
16.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
15.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
9.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
9.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
8.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
7.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
7.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
6.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
5.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
5.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
5.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
5.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
5.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
5.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
5.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
4.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
4.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
4.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
3.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
3.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
3.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
3.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
3.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
3.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
3.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
3.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
3.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
3.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
3.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
3.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
3.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
2.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
2.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
2.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
2.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
2.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
2.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
2.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
2.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
2.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
2.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
2.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
1.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
1.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
0.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092790003
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0075560003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0002350011
Tumor
0.4
CPT0065810003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0010110003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0002370001
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0078830003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0001510001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0081620001
Normal
-0.1
CPT0088690003
Tumor
-0.1
CPT0088780001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0088710001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0081600003
Tumor
-0.2
CPT0088760003
Tumor
-0.4
CPT0063640001
Normal
-0.4
CPT0088640003
Normal
-0.6
CPT0089480003
Normal
-0.7
CPT0088630003
Tumor
-0.8
CPT0078940001
Normal
-0.9
CPT0000640003
Tumor
-1.1
CPT0075570001
Normal
-1.2
CPT0006900003
Tumor
-2.0
CPT0026410003
Tumor
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
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
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
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
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
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
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0069160003
Tumor
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
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
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0069000003
Tumor
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
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
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
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0007320003
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
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0065870003
Tumor
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
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
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.
The Human Protein Atlas project is funded
