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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.
TMSB4X 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
1871.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7738.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5723.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5365.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4743.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4418.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4331.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
4215.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3988.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3899.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3878.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3810.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3767.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3671.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3392.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3363.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3062.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2948.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2726.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2643.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
2630.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2577.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2521.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2321.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1962.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1795.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1773.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1673.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1662.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1618.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1314.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1292.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1283.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1259.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1165.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1134.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1085.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
919.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
840.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
792.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
691.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
637.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
629.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
617.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
572.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
561.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
546.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
508.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
490.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
480.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
466.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
413.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
382.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
374.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
359.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
351.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
332.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
328.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
305.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
297.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
290.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
283.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
232.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
154.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
TMSB4X is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3989.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18191.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9605.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9163.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9144.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8987.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8829.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8084.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7974.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
7971.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
7636.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7158.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
7158.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
7152.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
7123.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7106.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
7104.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7101.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7099.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
7010.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6971.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6879.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
6846.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
6826.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6823.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
6782.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
6749.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6704.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
6678.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6663.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6575.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6550.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
6511.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
6447.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
6419.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6417.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6394.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6392.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6373.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6301.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6174.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6150.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6100.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6090.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
6082.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
6070.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
6057.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6015.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6003.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
5975.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5929.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5905.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5879.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5873.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
5861.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
5818.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5778.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
5772.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5757.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5743.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
5741.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
5736.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5717.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5699.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
5684.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
5676.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5637.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
5625.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5615.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
5599.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
5586.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
5570.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5565.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
5564.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5546.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
5495.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
5474.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5472.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5451.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5441.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
5427.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5421.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
5418.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
5397.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5395.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5394.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5394.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
5372.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
5353.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
5317.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5316.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5313.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5299.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5290.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
5276.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5253.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
5200.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
5188.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
5173.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
5172.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5164.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5156.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
5156.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
5143.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5143.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
5132.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5118.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
5102.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
5087.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5086.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
5077.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
5075.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5072.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5064.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
5049.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
5040.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
5037.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
5029.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
5021.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
5012.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
5010.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
5006.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
5002.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
4987.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
4984.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4974.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
4953.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
4942.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
4941.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4931.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
4913.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
4894.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
4879.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
4875.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
4857.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4825.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
4820.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
4791.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
4778.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4776.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4773.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
4771.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
4770.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
4758.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4753.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4747.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
4736.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
4731.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
4730.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
4728.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
4723.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
4717.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
4667.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
4644.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
4639.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4628.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
4603.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
4595.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
4583.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
4577.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
4550.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4538.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4530.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4525.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
4507.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
4507.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4491.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4486.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
4480.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
4476.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
4471.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
4470.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4459.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
4456.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
4452.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4438.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
4435.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4424.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
4418.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4407.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
4406.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4386.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
4378.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4375.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
4375.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
4361.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4346.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4335.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
4316.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
4303.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
4301.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
4297.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4274.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
4273.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
4269.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
4269.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4268.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4256.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
4246.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
4240.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
4227.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
4225.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
4213.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4200.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
4193.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
4188.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
4180.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
4175.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
4171.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4160.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
4160.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
4156.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4151.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
4145.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
4145.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4139.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
4138.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
4132.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4129.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4124.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
4116.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
4108.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4103.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
4094.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4090.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
4068.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
4065.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
4065.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4054.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
4047.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
4034.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
4024.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4022.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
4022.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
4021.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
4016.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
4014.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4007.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
4001.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3999.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
3994.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
3987.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
3984.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
3954.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
3954.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
3954.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
3947.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
3929.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3927.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
3926.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
3915.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
3882.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
3872.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
3864.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3848.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
3843.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3842.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
3842.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
3841.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
3833.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
3833.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3832.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
3822.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
3820.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3803.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
3796.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
3793.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
3785.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
3775.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
3772.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
3769.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
3766.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
3764.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
3762.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
3735.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
3734.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
3729.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
3725.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
3694.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
3687.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
3675.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3675.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
3669.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
3664.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
3658.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
3648.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
3644.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
3630.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
3624.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3619.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
3607.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
3605.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
3597.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3597.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
3584.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
3580.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
3575.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
3568.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
3565.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3537.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
3534.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
3530.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
3523.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
3514.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
3500.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
3500.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
3496.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3496.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
3490.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3478.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3474.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
3473.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
3465.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
3457.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
3455.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3451.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
3442.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
3436.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
3432.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
3429.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3424.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
3416.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
3410.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
3399.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3394.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
3390.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
3380.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
3375.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
3361.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
3349.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
3305.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
3305.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
3303.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
3300.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
3298.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
3293.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
3289.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
3289.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
3282.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
3280.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3247.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
3242.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
3229.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3210.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
3207.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
3180.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3180.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
3177.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
3168.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
3159.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
3153.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
3152.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
3150.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
3148.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
3146.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
3137.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
3129.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
3127.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
3108.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3104.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
3102.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
3094.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3084.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
3084.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3082.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
3081.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
3051.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
3034.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
3034.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3021.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
3010.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
3009.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
3009.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3006.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
2999.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2990.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
2990.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
2982.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
2977.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2976.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2972.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
2966.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
2930.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
2896.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
2893.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
2886.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
2886.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2882.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2879.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2869.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2868.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
2867.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
2864.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
2862.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2856.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2844.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2843.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
2838.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
2832.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
2823.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
2822.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
2817.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
2812.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
2809.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2801.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
2792.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2782.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
2764.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
2757.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
2749.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2741.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
2728.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
2726.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
2721.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2721.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2716.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
2715.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2705.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2702.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2699.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
2698.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2697.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
2688.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
2687.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
2686.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2674.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
2662.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
2660.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2649.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
2646.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2643.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
2641.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2639.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
2637.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
2636.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2631.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2598.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
2578.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2567.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2549.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2549.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
2539.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
2538.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
2533.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
2529.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
2519.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2518.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2514.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
2506.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
2497.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
2495.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
2474.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
2473.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
2472.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2468.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2457.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
2452.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
2450.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2450.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
2437.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2378.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
2371.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
2364.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2329.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
2320.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
2312.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2309.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
2282.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2271.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2213.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
2205.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2186.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2182.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
2162.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
2161.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
2154.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2130.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2129.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
2128.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
2076.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
2074.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2035.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2007.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2005.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1975.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1968.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1958.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1945.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1935.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1935.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1891.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1870.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1832.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1801.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1789.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1786.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1765.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
1754.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1731.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1708.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1688.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
1676.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1664.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1659.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1657.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1626.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1611.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1598.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
1572.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1568.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1551.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1419.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1392.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1364.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1345.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1312.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1225.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1190.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1173.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1125.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1102.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 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.
TMSB4X 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
3490.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
10832.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8623.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
8094.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
6090.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6089.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
6007.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
5960.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
5821.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
5768.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
5523.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
5424.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
5424.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
5271.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
5188.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
5037.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
5027.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
5021.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
4968.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4804.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
4450.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
4430.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
4353.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4327.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
4298.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
4289.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
4282.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
4277.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
4252.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
4150.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
4141.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
3936.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3882.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
3762.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
3672.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
3574.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
3571.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3553.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
3501.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
3480.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3450.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3449.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
3401.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
3379.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3356.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
3342.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
3325.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
3271.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
3237.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
3203.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
3197.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3166.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
3163.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
3145.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
3113.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
2958.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
2932.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2847.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
2828.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
2803.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
2795.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
2787.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
2781.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
2726.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
2721.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
2685.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
2674.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2646.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
2602.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2571.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
2516.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
2501.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2474.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
2457.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2403.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
2395.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
2365.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
2310.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2296.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2282.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
2280.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2244.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
2238.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
2234.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2221.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
2170.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2132.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2098.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1999.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1988.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1982.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1975.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1896.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1755.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1701.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1641.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1600.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1475.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1411.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1155.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
TMSB4X 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
2504.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
14175.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10267.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7906.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7444.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6478.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6457.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6450.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6355.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
6287.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6061.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5887.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
5835.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5819.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
5761.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
5508.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
5351.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5176.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
5142.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5112.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
5069.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5008.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4989.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4969.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
4899.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4856.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4813.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4802.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4762.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4735.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
4703.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4681.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
4637.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
4627.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4621.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4564.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
4552.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
4548.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4468.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
4403.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4294.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4271.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4227.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
4197.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
4167.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4159.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4157.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
4100.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4091.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
4090.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
4047.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4034.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3998.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
3962.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
3916.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
3845.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
3839.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
3836.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3762.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3745.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
3728.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
3722.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
3705.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
3699.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3679.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3671.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3658.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3654.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
3608.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
3607.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
3598.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3598.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
3547.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
3542.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
3525.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3465.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3436.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3409.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
3401.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3397.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3395.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3375.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3354.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
3351.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3284.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3282.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
3260.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
3248.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
3222.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3179.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
3164.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
3134.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3118.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3086.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
3053.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3042.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
3039.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
3028.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
3028.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
3022.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
2972.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
2953.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2950.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
2942.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
2911.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
2909.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
2901.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
2855.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2838.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2824.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2797.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2791.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
2785.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2775.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
2765.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2765.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2765.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2723.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2722.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
2703.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
2670.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
2660.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2630.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
2603.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2581.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2551.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2534.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2532.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2530.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2529.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2501.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
2488.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
2468.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2462.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2454.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2449.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2449.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
2438.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
2428.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2426.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
2419.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
2414.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2414.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2411.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2397.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2368.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
2366.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
2335.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2320.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2316.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2280.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2274.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
2273.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2268.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2265.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
2262.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2241.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2237.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2230.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2171.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2152.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
2133.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
2105.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2099.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2088.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
2086.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2062.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2039.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
2022.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2017.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2016.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
2002.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1944.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1941.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1933.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1899.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1880.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1868.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1851.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1777.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1754.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1714.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1673.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1651.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1620.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1615.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1612.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1604.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1579.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1579.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1575.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1533.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1529.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1431.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1398.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1339.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1321.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1318.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1311.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1277.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1260.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1232.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1124.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1104.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1087.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1061.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1033.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
976.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
959.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
936.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
903.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
849.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
827.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
818.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
817.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
814.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
799.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
769.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
762.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
719.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
717.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
681.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
663.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
648.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
644.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
634.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
607.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
594.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
589.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
565.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
560.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
555.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
554.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
551.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
526.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
523.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
520.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
519.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
514.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
501.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
492.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
477.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
469.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
453.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
452.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
451.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
448.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
443.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
440.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
436.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
418.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
413.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
410.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
408.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
395.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
384.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
379.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
372.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
368.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
337.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
335.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
333.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
326.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
308.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
304.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
294.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
290.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
266.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
264.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
263.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
251.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
246.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
241.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
220.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
204.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
204.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
195.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
187.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
186.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
176.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
145.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
123.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
81.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.9
CPT0079180003
Tumor
1.5
CPT0084560003
Tumor
1.0
CPT0092190003
Normal
1.0
CPT0015810003
Tumor
0.9
CPT0079380003
Tumor
0.9
CPT0000780007
Tumor
0.9
CPT0088970003
Tumor
0.8
CPT0078990003
Tumor
0.8
CPT0066480003
Tumor
0.8
CPT0078510003
Tumor
0.7
CPT0092730003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0088630003
Tumor
0.7
CPT0075720003
Tumor
0.7
CPT0065690003
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0081600003
Tumor
0.6
CPT0092160003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0079510001
Normal
0.6
CPT0086950003
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0065930003
Tumor
0.6
CPT0092790003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0084590001
Normal
0.5
CPT0089020003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0023350003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0025050003
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0086360003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0010120001
Normal
0.4
CPT0025290003
Tumor
0.4
CPT0075170001
Normal
0.4
CPT0086030003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0065870003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0014470001
Normal
0.3
CPT0006630003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0066470004
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0078930003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0078830003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0002370001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0063330001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0025060001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0007470001
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0009000003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0000790001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0088640003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0002270011
Tumor
-0.5
CPT0019160001
Normal
-0.5
CPT0065750003
Tumor
-0.5
CPT0086370003
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0092800003
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0015730003
Tumor
-0.5
CPT0078670001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0012290003
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0079000001
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0006730001
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0088780001
Normal
-0.6
CPT0012920003
Normal
-0.6
CPT0076350001
Normal
-0.6
CPT0009020003
Normal
-0.6
CPT0092310003
Normal
-0.7
CPT0092740003
Normal
-0.7
CPT0087050003
Normal
-0.7
CPT0012670003
Tumor
-0.7
CPT0081620001
Normal
-0.7
CPT0077140001
Normal
-0.7
CPT0077500001
Normal
-0.7
CPT0066430001
Normal
-0.7
CPT0001350001
Normal
-0.7
CPT0006950001
Normal
-0.8
CPT0089480003
Normal
-0.8
CPT0069010001
Normal
-0.8
CPT0012570003
Normal
-0.8
CPT0012090003
Normal
-0.8
CPT0025610001
Normal
-0.8
CPT0024670003
Tumor
-0.8
CPT0012900004
Tumor
-0.8
CPT0065450001
Normal
-0.9
CPT0014350001
Normal
-0.9
CPT0017450001
Normal
-0.9
CPT0009080003
Normal
-1.0
CPT0012770003
Normal
-1.0
CPT0018250001
Normal
-1.0
CPT0023710001
Normal
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
