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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.
RNF213 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
4.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
16.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
14.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
8.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
8.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
7.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
7.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
5.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
5.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
RNF213 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
96.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
76.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
61.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
59.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
52.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
50.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
45.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
42.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
41.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
39.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
38.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
36.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
35.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
34.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
33.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
32.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
32.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
32.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
32.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
31.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
31.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
31.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
30.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
29.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
29.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
27.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
27.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
26.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
26.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
26.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
25.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
25.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
25.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
25.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
24.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
24.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
24.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
24.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
24.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
23.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
23.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
23.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
23.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
23.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
22.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
22.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
21.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
20.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
20.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
19.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
19.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
19.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
18.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
18.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
17.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
17.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
16.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
16.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
16.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
15.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
14.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
12.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
11.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
11.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
11.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
11.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
10.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
9.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
9.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
9.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
9.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
8.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
8.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
8.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
8.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
8.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
8.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
8.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
7.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
7.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
7.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
7.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
7.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
7.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
6.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
6.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
6.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
6.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
6.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
6.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
6.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
6.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
6.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
6.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
5.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
5.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
5.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
5.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
5.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
5.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
5.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
5.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
5.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
5.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
5.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
4.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
4.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
4.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
3.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
3.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
3.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RNF213 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
63.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
45.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
41.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
38.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
34.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
32.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
31.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
30.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
30.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
29.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
27.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
26.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
24.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
22.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
22.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
21.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
21.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
18.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
18.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
18.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
16.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
10.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
7.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 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.
RNF213 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
18.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
243.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
106.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
104.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
84.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
75.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
71.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
62.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
61.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
61.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
58.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
57.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
53.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
49.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
49.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
44.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
44.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
43.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
43.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
43.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
43.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
42.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
42.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
41.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
41.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
41.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
40.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
39.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
38.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
37.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
37.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
37.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
37.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
34.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
33.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
33.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
33.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
32.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
32.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
31.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
30.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
30.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
30.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
29.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
29.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
28.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
28.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
27.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
27.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
26.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
24.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
24.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
23.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
22.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
21.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
20.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
20.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
20.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
19.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
19.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
19.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
17.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
16.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
16.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
16.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
14.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
13.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
13.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
12.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
12.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
11.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
11.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
10.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
10.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
9.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
8.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
8.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
7.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
7.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
7.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
6.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
6.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
6.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
5.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
5.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
5.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
4.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
3.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
1.5
CPT0001180009
Tumor
1.1
CPT0086360003
Tumor
0.9
CPT0079380003
Tumor
0.8
CPT0078990003
Tumor
0.8
CPT0023350003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0010110003
Tumor
0.8
CPT0075130003
Tumor
0.8
CPT0025050003
Tumor
0.7
CPT0001260009
Tumor
0.7
CPT0078800003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0065430003
Tumor
0.7
CPT0007320003
Tumor
0.7
CPT0000640003
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0002350011
Tumor
0.6
CPT0092160003
Tumor
0.6
CPT0015730003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0020120003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0065810003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0092730003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0069160003
Tumor
0.3
CPT0077320001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0075170001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0075570001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0025170003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0078530001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0015910003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0000890001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0010160003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0011240003
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0000780007
Tumor
-0.4
CPT0078660003
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0092310003
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0012920003
Normal
-0.4
CPT0019990003
Tumor
-0.4
CPT0092800003
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0077490003
Tumor
-0.5
CPT0087050003
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0012570003
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0026420001
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0077140001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0079510001
Normal
-0.6
CPT0088780001
Normal
-0.6
CPT0078940001
Normal
-0.6
CPT0006730001
Normal
-0.6
CPT0020130001
Normal
-0.6
CPT0079300001
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0025610001
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0069010001
Normal
-0.6
CPT0006950001
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0088500001
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0009080003
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0001550001
Normal
-0.6
CPT0065450001
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0002370001
Normal
-0.7
CPT0001230001
Normal
-0.7
CPT0007470001
Normal
-0.7
CPT0012770003
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0023710001
Normal
-0.7
CPT0079180003
Tumor
-0.7
CPT0079000001
Normal
-0.7
CPT0007870001
Normal
-0.7
CPT0025920001
Normal
-0.9
CPT0020020001
Normal
-1.1
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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
