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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.
TTC3 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
14.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
61.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
51.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
40.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
38.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
36.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
36.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
36.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
32.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
30.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
24.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
24.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
23.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
17.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
16.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
14.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
6.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
4.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TTC3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
67.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
66.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
66.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
63.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
60.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
57.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
55.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
55.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
53.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
52.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
50.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
49.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
49.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
46.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
46.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
46.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
46.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
46.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
45.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
45.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
45.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
44.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
44.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
43.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
42.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
42.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
42.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
41.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
41.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
41.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
40.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
40.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
39.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
39.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
39.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
39.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
38.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
38.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
38.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
38.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
37.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
37.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
36.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
36.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
36.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
36.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
36.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
36.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
36.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
35.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
35.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
35.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
35.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
35.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
35.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
35.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
34.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
34.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
34.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
34.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
34.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
34.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
34.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
34.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
34.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
34.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
33.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
33.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
33.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
33.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
32.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
32.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
32.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
32.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
32.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
32.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
32.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
32.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
32.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
31.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
31.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
31.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
31.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
31.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
31.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
31.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
30.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
30.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
30.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
30.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
30.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
30.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
29.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
29.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
29.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
29.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
29.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
29.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
29.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
29.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
29.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
29.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
29.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
28.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
28.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
28.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
28.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
28.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
28.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
28.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
28.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
27.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
27.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
27.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
27.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
27.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
27.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
27.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
26.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
26.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
26.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
26.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
26.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
25.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
25.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
25.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
25.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
24.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
24.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
24.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
24.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
24.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
23.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
23.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
23.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
23.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
23.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
22.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
22.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
22.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
22.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
22.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
22.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
22.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
22.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
22.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
22.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
21.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
21.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
21.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
21.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
20.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
19.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
19.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
18.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
16.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
15.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
14.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
13.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
12.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
12.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
12.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
12.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
11.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
9.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
9.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
8.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
7.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
7.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
6.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
6.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
5.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
5.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
4.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
4.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
4.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
4.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
4.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
4.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
3.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
3.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
2.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
2.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
2.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
0.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
0.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
0.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 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.
TTC3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
100.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
78.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
62.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
61.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
60.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
59.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
59.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
54.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
50.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
47.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
47.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
47.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
46.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
46.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
45.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
44.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
44.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
44.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
43.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
43.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
42.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
42.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
42.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
41.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
41.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
40.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
40.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
39.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
39.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
39.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
39.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
38.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
37.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
36.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
36.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
36.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
35.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
35.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
35.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
34.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
34.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
33.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
33.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
32.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
32.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
32.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
32.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
32.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
31.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
30.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
30.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
30.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
29.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
28.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
25.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
24.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
23.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
22.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
21.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
19.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
16.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.2
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.
TTC3 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
14.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
98.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
85.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
65.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
61.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
53.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
52.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
48.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
47.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
47.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
46.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
45.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
44.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
44.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
43.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
42.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
41.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
41.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
38.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
38.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
38.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
36.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
36.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
35.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
35.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
34.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
33.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
33.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
32.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
32.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
31.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
30.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
30.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
30.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
29.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
29.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
29.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
28.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
28.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
27.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
26.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
26.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
26.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
25.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
25.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
24.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
22.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
22.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
21.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
21.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
21.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
20.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
18.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
17.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
17.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
17.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
16.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
15.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
15.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
14.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
13.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
12.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
11.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
11.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
11.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
10.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
9.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
9.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
8.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
7.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
7.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
6.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
6.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
5.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
5.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
5.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
4.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
4.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
3.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
2.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
2.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
2.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
2.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
2.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
2.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
0.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
0.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
0.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
0.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
0.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
0.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
0.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025050003
Tumor
2.1
CPT0092290003
Tumor
1.9
CPT0075560003
Tumor
1.9
CPT0017850003
Tumor
1.7
CPT0025290003
Tumor
1.6
CPT0014160003
Tumor
1.5
CPT0023690003
Tumor
1.4
CPT0078510003
Tumor
1.4
CPT0012180003
Tumor
1.3
CPT0092790003
Tumor
1.2
CPT0006630003
Tumor
1.1
CPT0077310003
Tumor
1.0
CPT0065690003
Tumor
0.9
CPT0025170003
Tumor
0.9
CPT0001500009
Tumor
0.9
CPT0065810003
Tumor
0.7
CPT0065930003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0086360003
Tumor
0.7
CPT0089020003
Tumor
0.7
CPT0011240003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0089460004
Tumor
0.6
CPT0079270003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0078930003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0000660001
Normal
0.4
CPT0065750003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0012290003
Normal
0.3
CPT0092800003
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0063330001
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0001550001
Normal
0.3
CPT0026420001
Normal
0.3
CPT0012080003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0007470001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0014450004
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0086950003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0024680001
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0001260009
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0065870003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0025110003
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0088780001
Normal
-0.3
CPT0088760003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0002370001
Normal
-0.4
CPT0075130003
Tumor
-0.4
CPT0025920001
Normal
-0.4
CPT0012280003
Tumor
-0.4
CPT0006730001
Normal
-0.4
CPT0023350003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0069190001
Normal
-0.5
CPT0018250001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0012370003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0086970003
Normal
-0.5
CPT0079180003
Tumor
-0.5
CPT0013790003
Normal
-0.5
CPT0012770003
Normal
-0.6
CPT0079510001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0012090003
Normal
-0.7
CPT0063640001
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0079480003
Tumor
-0.7
CPT0077500001
Normal
-0.7
CPT0078660003
Tumor
-0.7
CPT0078840001
Normal
-0.7
CPT0012570003
Normal
-0.8
CPT0088710001
Normal
-0.8
CPT0075570001
Normal
-0.9
CPT0078830003
Tumor
-0.9
CPT0089040001
Normal
-0.9
CPT0088500001
Normal
-1.0
CPT0025060001
Normal
-1.0
CPT0088480003
Tumor
-1.0
CPT0014130001
Normal
-1.1
CPT0001230001
Normal
-1.4
CPT0092310003
Normal
-1.5
CPT0012920003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0010110003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0006900003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0009080003
Normal
N/A
CPT0010120001
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0025580004
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
