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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.
RNPC3 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
6.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
14.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
9.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
9.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
7.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
7.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
5.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
4.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNPC3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
40.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
39.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
36.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
31.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
30.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
27.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
25.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
25.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
23.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
19.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
19.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
18.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
17.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
17.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
16.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
16.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
16.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
15.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
14.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
14.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
14.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
13.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
13.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
12.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
11.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
11.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
10.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
10.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
10.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
9.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
9.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
9.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
9.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
8.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
8.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
8.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
8.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
8.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
8.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
8.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
8.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
8.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
8.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
8.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
8.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
7.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
7.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
7.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
7.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
7.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
7.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
7.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
7.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
7.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
7.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
7.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
7.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
6.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
6.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
6.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
6.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
6.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
6.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
6.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
6.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
6.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
6.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
6.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
6.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
6.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
6.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
6.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
6.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
6.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
6.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
6.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
6.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
6.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
6.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
6.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
6.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
6.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
6.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
6.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
6.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
6.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
5.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
5.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
5.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
5.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
5.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
5.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
5.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
5.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
5.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
5.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
5.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
5.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
5.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
5.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
5.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
5.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
5.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
5.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
5.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
5.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
5.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
5.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
5.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
5.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
5.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
5.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
5.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
5.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
5.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
5.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
5.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
5.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
5.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
5.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
4.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
4.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
4.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
4.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
4.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
4.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
4.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
4.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
4.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
4.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
4.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
4.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
4.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
4.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
4.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
4.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
4.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
4.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
4.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
4.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
4.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
4.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
4.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
4.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
4.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
4.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
4.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
4.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
4.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
4.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
4.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
4.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
4.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
4.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
4.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
4.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
4.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
4.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
4.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
4.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
4.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
3.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
3.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
3.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
3.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
3.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
3.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
3.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
3.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
3.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
3.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
3.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
3.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
3.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
3.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
3.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
3.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
3.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
3.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
3.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
3.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
3.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
3.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
3.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
3.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
3.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
3.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
3.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
3.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
3.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
3.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
3.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
3.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
3.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
3.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
3.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
3.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
3.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
2.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
2.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
2.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
2.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
2.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
2.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
2.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
2.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
2.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
2.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
2.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
2.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
2.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
2.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
1.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNPC3 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
25.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
58.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
54.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
53.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
52.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
51.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
48.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
46.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
46.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
46.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
44.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
43.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
43.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
43.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
35.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
34.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
34.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
34.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
33.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
32.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
32.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
31.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
31.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
30.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
30.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
30.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
30.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
29.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
29.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
27.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
27.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
27.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
26.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
25.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
24.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
23.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
22.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
22.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
22.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
21.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
19.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
17.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
15.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
8.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
8.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
6.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
5.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
5.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNPC3 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
9.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
47.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
42.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
37.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
36.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
34.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
34.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
32.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
31.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
29.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
28.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
27.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
26.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
26.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
25.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
24.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
21.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
21.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
21.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
20.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
20.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
18.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
18.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
18.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
18.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
17.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
16.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
16.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
16.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
15.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
15.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
15.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
14.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
14.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
14.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
14.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
14.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
13.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
12.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
12.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
11.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
11.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
11.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
10.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
10.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
9.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
9.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
8.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
8.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
8.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
7.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
7.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
7.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
7.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
7.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
6.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
6.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
6.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
6.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
6.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
5.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
5.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
5.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
5.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
5.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
5.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
4.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
4.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
4.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
4.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
4.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
4.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
4.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
4.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
4.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
4.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
4.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
3.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
3.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
3.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
3.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
3.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
3.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
3.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
3.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
3.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
3.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
3.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
3.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
3.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
2.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 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-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078530001
Normal
0.9
CPT0007860003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0092740003
Normal
0.6
CPT0078660003
Tumor
0.5
CPT0088500001
Normal
0.5
CPT0088760003
Tumor
0.5
CPT0076330003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0065750003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0069010001
Normal
0.3
CPT0063630003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0084590001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0066480003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0001230001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0078510003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0082010001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0001510001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0086370003
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0081600003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0009020003
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0014350001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0002270011
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0089020003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0079270003
Tumor
-0.4
CPT0092290003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.