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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.
UTRN 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
11.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
35.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
35.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
32.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
28.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
27.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
22.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
18.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
16.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
13.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
12.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
9.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
8.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 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.
UTRN is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
145.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
129.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
112.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
108.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
101.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
100.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
99.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
99.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
91.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
89.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
89.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
89.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
85.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
85.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
85.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
85.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
84.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
84.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
83.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
80.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
79.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
79.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
79.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
79.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
78.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
78.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
78.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
77.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
77.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
77.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
74.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
74.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
74.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
74.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
74.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
73.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
70.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
70.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
70.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
69.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
69.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
68.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
68.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
67.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
67.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
67.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
65.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
65.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
65.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
65.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
65.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
65.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
65.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
65.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
64.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
64.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
63.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
63.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
63.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
62.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
62.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
61.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
61.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
61.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
60.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
60.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
60.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
59.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
58.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
58.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
58.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
58.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
58.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
58.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
57.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
57.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
57.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
57.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
56.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
56.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
56.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
56.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
56.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
55.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
54.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
54.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
54.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
54.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
53.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
52.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
52.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
52.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
52.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
52.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
51.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
51.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
51.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
51.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
51.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
51.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
51.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
51.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
51.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
51.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
50.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
49.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
49.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
49.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
48.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
48.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
48.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
48.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
48.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
47.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
47.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
47.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
47.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
47.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
46.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
46.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
46.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
46.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
46.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
45.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
45.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
45.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
45.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
45.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
45.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
44.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
44.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
44.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
44.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
44.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
43.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
43.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
43.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
43.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
43.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
43.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
42.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
42.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
42.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
42.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
42.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
41.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
41.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
41.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
41.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
41.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
41.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
40.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
40.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
40.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
40.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
40.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
40.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
39.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
39.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
39.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
39.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
39.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
39.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
39.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
39.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
39.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
38.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
38.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
38.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
38.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
38.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
38.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
38.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
38.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
37.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
37.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
37.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
37.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
37.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
36.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
36.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
36.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
36.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
36.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
36.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
36.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
35.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
35.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
35.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
35.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
35.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
35.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
34.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
34.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
34.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
34.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
34.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
34.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
34.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
34.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
33.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
33.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
33.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
33.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
33.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
33.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
33.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
33.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
33.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
33.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
33.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
33.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
32.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
32.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
32.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
32.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
32.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
32.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
31.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
31.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
31.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
31.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
31.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
31.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
31.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
31.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
31.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
30.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
30.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
30.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
30.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
30.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
30.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
30.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
29.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
29.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
29.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
29.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
29.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
29.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
29.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
29.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
29.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
29.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
29.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
29.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
29.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
28.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
28.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
28.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
28.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
28.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
27.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
27.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
27.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
27.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
27.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
27.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
26.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
26.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
26.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
26.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
26.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
26.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
26.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
25.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
25.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
24.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
23.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
23.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
23.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
23.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
23.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
22.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
22.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
22.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
22.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
22.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
22.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
22.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
21.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
21.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
21.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
21.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
21.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
20.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
20.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
20.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
20.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
19.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
19.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
18.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
18.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
18.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
12.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
11.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
10.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
9.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
8.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
8.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
4.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
UTRN is validated prognostic, high expression is favorable 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
43.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
104.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
102.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
90.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
90.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
89.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
87.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
85.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
82.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
75.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
71.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
71.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
70.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
70.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
70.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
70.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
70.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
70.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
66.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
64.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
63.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
61.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
59.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
57.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
56.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
55.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
55.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
54.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
54.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
53.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
53.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
53.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
52.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
51.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
50.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
50.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
48.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
48.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
47.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
47.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
46.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
46.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
45.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
44.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
42.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
41.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
39.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
38.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
38.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
37.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
37.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
37.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
37.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
36.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
36.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
33.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
32.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
31.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
31.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
31.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
30.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
30.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
28.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
26.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
26.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
23.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
21.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
20.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
7.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
6.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
4.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
UTRN 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
16.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
118.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
111.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
84.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
77.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
72.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
66.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
63.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
57.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
56.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
56.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
55.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
54.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
53.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
48.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
48.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
46.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
46.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
42.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
42.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
40.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
39.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
39.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
38.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
37.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
37.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
36.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
36.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
35.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
33.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
32.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
31.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
30.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
29.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
29.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
28.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
27.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
27.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
25.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
24.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
23.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
23.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
22.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
22.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
22.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
21.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
21.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
21.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
21.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
21.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
21.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
20.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
20.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
20.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
20.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
19.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
19.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
19.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
19.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
17.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
16.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
16.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
15.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
15.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
14.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
14.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
13.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
13.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
13.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
13.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
12.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
12.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
11.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
11.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
9.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
7.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
7.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
5.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
5.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
5.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
4.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
3.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
3.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
3.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
3.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
2.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
2.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
2.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
2.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012080003
Tumor
0.8
CPT0012640003
Normal
0.8
CPT0088900003
Tumor
0.8
CPT0066470004
Tumor
0.6
CPT0079510001
Normal
0.6
CPT0079300001
Normal
0.6
CPT0002270011
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0019130003
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0092790003
Tumor
0.6
CPT0015910003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0009020003
Normal
0.5
CPT0066480003
Tumor
0.5
CPT0025580004
Tumor
0.4
CPT0001230001
Normal
0.4
CPT0025050003
Tumor
0.4
CPT0069190001
Normal
0.4
CPT0014450004
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0001510001
Normal
0.4
CPT0002370001
Normal
0.4
CPT0000870016
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0001550001
Normal
0.4
CPT0075720003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0017410003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0025920001
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0001220008
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0014160003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0079380003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0000660001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0079180003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0000890001
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0088710001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0006950001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0025060001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0088550004
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0092740003
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0088970003
Tumor
-0.4
CPT0076350001
Normal
-0.4
CPT0014370004
Tumor
-0.4
CPT0002350011
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0012180003
Tumor
-0.6
CPT0023350003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
