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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.
NFATC2IP is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
26.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
24.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
18.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
15.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
13.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
13.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
12.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
11.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
10.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
10.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
10.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
9.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
9.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
6.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
NFATC2IP 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
13.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
31.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
27.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
26.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
25.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
23.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
23.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
23.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
23.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
23.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
23.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
22.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
22.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
21.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
21.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
20.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
20.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
19.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
19.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
19.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
19.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
19.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
19.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
19.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
18.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
18.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
18.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
18.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
17.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
17.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
17.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
16.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
16.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
16.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
16.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
16.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
15.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
15.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
15.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
15.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
14.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
14.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
14.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
14.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
14.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
14.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
14.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
13.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
13.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
13.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
12.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
12.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
12.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
12.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
11.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
11.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
11.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
11.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
10.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
10.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
10.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
9.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
9.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
9.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
9.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
9.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
8.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
8.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
8.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
8.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
8.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
8.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
7.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
7.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
7.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
7.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
7.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
7.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
6.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
5.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
5.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
5.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
5.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NFATC2IP 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
17.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
29.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
25.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
24.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
22.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
22.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
20.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
20.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
20.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
20.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
20.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
19.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
19.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
18.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
18.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
18.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
17.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
17.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
17.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
17.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
17.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
16.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
16.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
12.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
10.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.0
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.
NFATC2IP is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
100.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
44.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
43.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
41.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
40.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
38.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
37.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
36.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
36.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
33.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
31.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
31.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
31.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
30.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
30.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
30.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
29.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
29.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
27.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
26.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
26.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
26.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
25.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
25.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
25.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
23.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
23.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
23.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
22.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
22.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
21.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
21.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
21.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
21.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
21.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
21.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
20.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
20.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
20.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
20.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
20.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
20.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
20.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
19.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
19.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
17.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
17.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
17.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
17.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
17.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
16.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
16.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
16.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
15.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
14.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
14.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
14.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
14.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
13.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
13.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
13.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
13.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
12.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
12.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
11.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
10.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
10.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
10.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
9.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
8.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0089460004
Tumor
0.9
CPT0009060003
Tumor
0.9
CPT0025290003
Tumor
0.9
CPT0078800003
Tumor
0.8
CPT0006630003
Tumor
0.7
CPT0006440003
Tumor
0.7
CPT0065810003
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0017410003
Tumor
0.7
CPT0026410003
Tumor
0.7
CPT0023690003
Tumor
0.7
CPT0066470004
Tumor
0.6
CPT0078930003
Tumor
0.6
CPT0012180003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0024670003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0025580004
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0001220008
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0001260009
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0025230003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0084590001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0077140001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0078670001
Normal
-0.2
CPT0025350003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0025920001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0001180009
Tumor
-0.3
CPT0079000001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0023710001
Normal
-0.3
CPT0077310003
Tumor
-0.3
CPT0089480003
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0000640003
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0006730001
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0069190001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0066430001
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0025110003
Tumor
-0.6
CPT0026420001
Normal
-0.6
CPT0064370003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0064400001
Normal
N/A
CPT0010160003
Tumor
N/A
CPT0086970003
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
