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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.
N4BP2L1 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
4.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
16.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
16.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
9.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
4.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
4.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
3.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
N4BP2L1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
56.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
36.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
33.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
30.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
29.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
27.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
25.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
25.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
24.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
24.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
24.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
24.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
24.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
23.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
23.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
23.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
22.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
22.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
22.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
22.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
22.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
22.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
22.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
21.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
21.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
21.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
21.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
21.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
20.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
20.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
20.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
20.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
19.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
19.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
19.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
19.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
19.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
19.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
18.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
17.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
17.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
17.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
17.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
17.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
16.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
16.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
16.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
16.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
16.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
15.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
15.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
14.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
14.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
14.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
14.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
14.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
14.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
13.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
13.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
13.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
13.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
12.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
12.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
12.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
12.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
11.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
11.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
10.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
10.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
9.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
9.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
9.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
9.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
9.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
8.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
7.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
7.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
6.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
6.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
6.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
5.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
4.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
4.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
2.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
N4BP2L1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
41.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
37.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
33.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
32.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
32.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
32.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
30.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
30.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
29.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
29.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
29.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
28.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
28.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
27.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
26.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
25.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
25.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
25.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
24.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
24.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
24.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
24.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
23.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
22.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
20.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
20.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
20.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
19.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
19.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
18.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
16.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
16.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
15.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
14.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
14.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
10.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
7.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
5.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
N4BP2L1 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
10.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
44.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
41.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
35.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
26.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
26.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
25.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
25.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
25.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
23.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
23.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
20.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
20.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
19.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
19.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
19.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
19.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
18.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
17.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
16.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
15.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
15.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
15.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
15.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
15.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
14.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
14.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
14.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
13.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
12.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
12.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
12.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
12.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
11.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
11.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
11.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
11.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
10.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
10.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
10.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
9.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
9.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
9.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
9.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
9.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
8.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
8.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
8.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
8.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
8.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
7.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
7.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
7.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
6.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
6.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
6.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
5.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
5.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
5.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
5.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
4.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
4.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
4.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
4.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
3.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
3.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
3.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
3.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
2.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079430001
Normal
1.5
CPT0089040001
Normal
1.0
CPT0006950001
Normal
1.0
CPT0079510001
Normal
1.0
CPT0081620001
Normal
0.9
CPT0088500001
Normal
0.8
CPT0023360001
Normal
0.8
CPT0020130001
Normal
0.7
CPT0089480003
Normal
0.7
CPT0025350003
Tumor
0.7
CPT0087050003
Normal
0.7
CPT0064400001
Normal
0.7
CPT0086970003
Normal
0.6
CPT0092190003
Normal
0.6
CPT0086890003
Normal
0.6
CPT0078990003
Tumor
0.6
CPT0063330001
Normal
0.6
CPT0014370004
Tumor
0.6
CPT0078670001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0023710001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0089460004
Tumor
0.5
CPT0077500001
Normal
0.4
CPT0025290003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0010170001
Normal
0.4
CPT0001350001
Normal
0.4
CPT0065430003
Tumor
0.4
CPT0001550001
Normal
0.4
CPT0025110003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0077320001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0019130003
Tumor
0.3
CPT0001190001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0088550004
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0078840001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0000790001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0014470001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0019160001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0086370003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0077140001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0025580004
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0069000003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0079480003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0066480003
Tumor
-0.4
CPT0024680001
Normal
-0.4
CPT0087040003
Tumor
-0.4
CPT0017410003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0015810003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0089020003
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0081600003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0012290003
Normal
-0.6
CPT0010160003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0069190001
Normal
-0.7
CPT0086950003
Tumor
-0.7
CPT0081880003
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0012090003
Normal
-0.8
CPT0012640003
Normal
-0.8
CPT0077310003
Tumor
-0.8
CPT0084560003
Tumor
-0.8
CPT0013790003
Normal
-0.8
CPT0063320003
Tumor
-0.8
CPT0012770003
Normal
-0.9
CPT0009020003
Normal
-0.9
CPT0082010001
Normal
-0.9
CPT0078530001
Normal
-0.9
CPT0012080003
Tumor
-0.9
CPT0012550003
Tumor
-1.0
CPT0012570003
Normal
-1.0
CPT0006900003
Tumor
-1.0
CPT0024670003
Tumor
-1.0
CPT0018250001
Normal
-1.0
CPT0078660003
Tumor
-1.0
CPT0088480003
Tumor
-1.1
CPT0015910003
Tumor
-1.1
CPT0069160003
Tumor
-1.2
CPT0009080003
Normal
-1.3
CPT0017450001
Normal
-1.3
CPT0009000003
Tumor
-1.3
CPT0011410003
Tumor
-1.3
CPT0012900004
Tumor
-1.3
CPT0079180003
Tumor
-1.4
CPT0021240003
Tumor
-1.4
CPT0012670003
Tumor
-1.5
CPT0012920003
Normal
-1.7
CPT0081990003
Tumor
-2.2
CPT0078510003
Tumor
-4.1
CPT0002370001
Normal
N/A
CPT0002350011
Tumor
N/A
CPT0088760003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0063640001
Normal
N/A
CPT0088710001
Normal
N/A
CPT0088690003
Tumor
N/A
CPT0088780001
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
