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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.
RIPOR1 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
51.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
162.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
92.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
92.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
87.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
87.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
85.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
80.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
77.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
75.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
74.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
73.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
72.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
71.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
69.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
69.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
67.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
66.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
66.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
64.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
64.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
62.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
60.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
59.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
58.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
54.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
54.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
53.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
52.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
50.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
50.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
50.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
49.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
49.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
49.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
48.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
48.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
46.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
45.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
45.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
45.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
43.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
38.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
37.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
33.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
31.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
31.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
30.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
30.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
29.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
29.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
27.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
25.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
22.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
16.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RIPOR1 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
33.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
92.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
91.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
81.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
80.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
77.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
77.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
75.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
73.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
73.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
72.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
71.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
68.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
65.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
65.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
64.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
63.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
62.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
61.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
61.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
60.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
60.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
60.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
59.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
58.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
58.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
57.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
57.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
57.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
57.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
56.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
56.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
56.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
56.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
55.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
55.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
55.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
54.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
54.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
54.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
53.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
53.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
53.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
53.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
53.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
53.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
52.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
52.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
52.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
51.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
51.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
51.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
51.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
51.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
50.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
50.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
50.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
50.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
50.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
50.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
49.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
49.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
49.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
49.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
49.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
49.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
49.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
49.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
49.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
48.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
48.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
48.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
48.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
47.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
47.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
47.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
47.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
47.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
47.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
47.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
47.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
46.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
46.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
46.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
46.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
46.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
46.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
46.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
46.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
45.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
45.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
45.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
45.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
45.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
45.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
45.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
44.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
44.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
44.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
44.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
44.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
43.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
43.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
43.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
43.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
43.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
43.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
43.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
43.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
42.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
42.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
42.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
42.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
42.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
42.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
42.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
42.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
42.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
42.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
42.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
42.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
42.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
42.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
42.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
41.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
41.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
41.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
41.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
41.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
41.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
41.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
40.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
40.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
40.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
40.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
40.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
40.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
40.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
40.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
40.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
40.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
40.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
40.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
40.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
40.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
39.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
39.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
39.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
39.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
39.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
39.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
39.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
39.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
39.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
39.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
39.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
38.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
38.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
38.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
38.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
38.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
38.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
38.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
38.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
37.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
37.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
37.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
37.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
37.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
37.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
37.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
37.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
37.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
37.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
37.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
37.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
37.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
37.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
37.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
37.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
37.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
36.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
36.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
36.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
36.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
36.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
36.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
36.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
35.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
35.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
35.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
35.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
35.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
35.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
34.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
34.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
34.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
34.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
34.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
34.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
34.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
34.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
34.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
34.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
34.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
34.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
34.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
34.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
33.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
33.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
33.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
33.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
33.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
33.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
33.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
33.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
33.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
32.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
32.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
32.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
32.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
32.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
31.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
31.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
31.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
31.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
31.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
31.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
31.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
31.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
31.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
30.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
30.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
30.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
30.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
30.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
30.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
30.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
30.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
30.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
30.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
30.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
29.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
29.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
29.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
29.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
29.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
29.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
29.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
29.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
29.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
29.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
28.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
28.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
28.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
28.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
28.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
28.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
28.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
28.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
28.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
28.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
28.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
28.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
28.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
28.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
27.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
27.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
27.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
27.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
27.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
27.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
27.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
27.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
26.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
26.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
26.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
26.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
26.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
26.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
25.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
25.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
25.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
25.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
25.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
25.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
25.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
25.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
24.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
24.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
24.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
24.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
24.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
24.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
24.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
24.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
24.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
24.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
23.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
23.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
23.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
23.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
22.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
22.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
22.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
21.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
21.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
21.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
21.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
20.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
20.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
19.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
19.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
19.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
19.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
19.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
19.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
18.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
18.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
18.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
17.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
17.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
16.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
16.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
16.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
16.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
16.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
15.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
15.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
15.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
14.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
13.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
11.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
10.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RIPOR1 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
39.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
98.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
70.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
69.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
63.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
63.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
62.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
60.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
60.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
59.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
57.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
55.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
55.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
52.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
52.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
52.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
52.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
51.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
51.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
50.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
50.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
50.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
50.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
48.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
48.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
47.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
47.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
45.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
44.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
42.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
41.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
41.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
41.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
40.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
40.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
39.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
39.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
39.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
39.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
38.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
38.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
38.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
37.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
37.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
37.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
36.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
36.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
36.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
35.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
35.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
35.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
34.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
33.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
33.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
32.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
32.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
32.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
31.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
30.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
30.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
30.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
29.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
29.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
29.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
27.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
27.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
27.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
26.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
26.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
RIPOR1 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
35.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
181.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
157.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
120.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
116.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
113.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
100.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
89.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
87.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
85.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
80.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
73.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
71.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
71.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
69.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
67.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
65.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
65.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
64.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
64.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
63.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
62.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
62.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
61.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
61.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
61.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
60.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
60.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
58.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
57.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
57.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
56.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
56.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
56.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
55.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
55.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
55.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
55.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
54.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
53.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
53.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
53.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
52.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
52.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
52.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
52.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
52.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
51.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
50.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
50.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
49.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
48.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
48.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
47.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
47.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
47.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
47.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
47.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
46.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
46.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
46.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
46.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
45.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
45.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
45.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
45.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
45.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
45.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
45.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
44.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
44.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
44.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
43.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
43.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
43.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
42.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
41.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
41.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
41.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
41.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
41.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
41.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
40.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
40.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
40.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
40.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
40.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
39.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
39.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
39.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
39.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
39.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
39.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
39.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
38.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
38.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
38.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
38.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
38.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
37.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
37.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
37.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
37.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
36.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
36.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
36.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
36.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
35.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
35.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
35.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
35.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
35.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
34.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
34.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
34.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
34.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
34.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
34.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
34.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
33.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
33.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
33.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
33.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
32.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
32.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
32.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
32.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
32.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
32.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
31.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
31.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
31.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
31.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
31.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
30.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
30.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
30.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
30.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
30.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
30.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
29.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
29.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
29.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
29.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
29.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
29.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
29.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
29.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
28.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
28.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
28.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
28.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
28.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
28.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
28.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
27.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
27.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
26.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
26.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
26.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
25.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
25.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
25.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
25.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
25.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
24.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
24.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
24.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
24.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
24.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
23.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
23.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
22.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
22.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
21.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
21.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
21.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
20.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
20.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
20.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
18.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
18.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
18.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
17.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
16.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
14.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
14.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
9.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
6.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0017410003
Tumor
0.5
CPT0012080003
Tumor
0.4
CPT0015910003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0001190001
Normal
0.3
CPT0012370003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0025060001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0011240003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0084560003
Tumor
0.3
CPT0023360001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0006530001
Normal
0.3
CPT0014370004
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0001540009
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0010170001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0000890001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0012290003
Normal
0.2
CPT0020020001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0065870003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0001350001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0025050003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0092800003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0078530001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0088480003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0086950003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0012180003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0088970003
Tumor
-0.5
CPT0069160003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
