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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.
FCN3 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
5.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
39.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
31.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
17.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
13.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
FCN3 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
178.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
164.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
162.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
154.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
143.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
133.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
131.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
130.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
123.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
121.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
120.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
115.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
113.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
113.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
109.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
107.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
106.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
105.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
102.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
101.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
100.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
96.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
96.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
95.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
94.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
94.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
92.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
92.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
90.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
89.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
89.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
88.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
87.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
86.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
86.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
85.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
83.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
83.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
80.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
80.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
80.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
79.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
79.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
77.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
77.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
76.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
76.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
75.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
75.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
75.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
75.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
75.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
74.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
73.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
73.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
72.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
70.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
70.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
70.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
70.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
70.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
69.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
69.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
69.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
69.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
69.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
68.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
67.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
67.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
66.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
66.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
65.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
65.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
64.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
64.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
64.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
63.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
60.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
60.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
60.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
60.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
59.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
59.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
59.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
59.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
59.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
58.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
58.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
58.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
58.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
58.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
58.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
57.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
57.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
57.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
56.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
56.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
56.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
56.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
55.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
55.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
54.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
54.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
54.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
54.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
54.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
54.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
53.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
53.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
53.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
53.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
52.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
52.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
52.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
52.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
51.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
51.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
50.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
50.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
50.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
50.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
50.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
50.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
49.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
49.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
49.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
47.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
47.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
46.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
46.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
46.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
46.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
46.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
46.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
45.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
45.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
45.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
44.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
44.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
44.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
44.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
44.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
44.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
43.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
43.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
43.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
42.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
42.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
42.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
41.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
41.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
41.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
41.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
41.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
41.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
41.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
40.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
40.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
40.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
40.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
40.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
39.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
39.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
39.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
38.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
38.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
38.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
38.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
38.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
38.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
38.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
37.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
37.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
37.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
37.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
37.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
37.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
37.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
37.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
37.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
36.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
36.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
36.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
36.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
35.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
35.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
35.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
35.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
34.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
34.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
34.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
34.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
34.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
34.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
34.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
33.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
33.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
33.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
32.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
32.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
32.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
32.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
32.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
31.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
31.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
30.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
30.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
29.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
29.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
29.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
29.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
29.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
28.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
28.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
28.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
28.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
28.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
28.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
28.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
28.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
28.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
27.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
27.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
26.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
26.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
26.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
26.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
26.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
26.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
26.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
25.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
25.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
24.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
24.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
24.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
23.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
23.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
23.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
23.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
22.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
22.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
22.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
21.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
21.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
21.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
20.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
20.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
20.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
19.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
19.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
19.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
18.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
18.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
17.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
16.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
15.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
15.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
14.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
13.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
12.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
11.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
11.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
8.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
7.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
7.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
7.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
6.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
6.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
6.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
6.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
6.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
5.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
5.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
5.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
5.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
5.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
5.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
5.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
5.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
4.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
4.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
4.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
3.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
3.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
3.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
3.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
3.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
2.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
2.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
1.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
0.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
0.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
0.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
0.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 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.
FCN3 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
128.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
102.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
94.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
88.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
75.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
72.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
67.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
62.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
61.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
58.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
56.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
54.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
52.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
52.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
50.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
47.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
41.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
40.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
40.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
39.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
36.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
35.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
33.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
32.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
29.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
28.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
27.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
27.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
26.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
23.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
23.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
22.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
22.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
22.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
19.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
15.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
10.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
9.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
8.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
8.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
8.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
8.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
7.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
6.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
6.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
5.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
4.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
3.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
3.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
3.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
2.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
2.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
0.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
FCN3 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
2.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
97.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
71.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
60.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
31.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
23.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
16.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
11.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
9.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
8.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
5.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
4.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
4.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
3.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
3.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
2.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
2.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
2.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
2.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
2.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
1.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
0.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
0.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
0.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
0.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
0.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
0.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
0.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
0.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
0.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
0.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
0.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
0.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
0.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
0.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
0.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
0.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
0.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
0.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
0.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
0.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
0.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
0.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
0.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
0.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
0.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
0.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
0.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
0.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
0.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
0.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
0.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
0.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
0.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
0.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
0.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
0.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
0.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
0.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
0.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
0.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
0.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
0.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
0.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
0.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
0.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
0.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
0.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
0.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
0.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
0.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
0.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
0.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
0.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
0.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
0.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
0.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
0.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0063630003
Tumor
1.8
CPT0076330003
Tumor
1.6
CPT0064370003
Tumor
1.5
CPT0069160003
Tumor
1.4
CPT0063320003
Tumor
1.3
CPT0006900003
Tumor
1.3
CPT0092290003
Tumor
1.2
CPT0019990003
Tumor
1.2
CPT0081990003
Tumor
1.2
CPT0012550003
Tumor
1.1
CPT0086030003
Tumor
1.1
CPT0007860003
Tumor
1.1
CPT0079300001
Normal
1.0
CPT0001220008
Tumor
1.0
CPT0065750003
Tumor
1.0
CPT0087040003
Tumor
1.0
CPT0078930003
Tumor
0.9
CPT0089020003
Tumor
0.9
CPT0077310003
Tumor
0.9
CPT0015910003
Tumor
0.8
CPT0011410003
Tumor
0.8
CPT0076350001
Normal
0.8
CPT0014160003
Tumor
0.8
CPT0065690003
Tumor
0.8
CPT0078510003
Tumor
0.8
CPT0075560003
Tumor
0.8
CPT0066480003
Tumor
0.8
CPT0001550001
Normal
0.8
CPT0000640003
Tumor
0.7
CPT0075720003
Tumor
0.7
CPT0069190001
Normal
0.7
CPT0089480003
Normal
0.6
CPT0079230003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0019130003
Tumor
0.6
CPT0020120003
Tumor
0.5
CPT0019160001
Normal
0.5
CPT0006630003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0081880003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0025230003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0065870003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0087050003
Normal
0.3
CPT0012640003
Normal
0.3
CPT0088780001
Normal
0.3
CPT0085670003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0002350011
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0092730003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0066470004
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0088900003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0014350001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0079480003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0078990003
Tumor
-0.2
CPT0001340003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0075130003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0006950001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0065430003
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0020130001
Normal
-0.4
CPT0092160003
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0012080003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0065820001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0001540009
Tumor
-0.4
CPT0078530001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0025290003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0006730001
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0086870003
Tumor
-0.5
CPT0063640001
Normal
-0.5
CPT0009000003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0077500001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0088690003
Tumor
-0.5
CPT0088570001
Normal
-0.6
CPT0079270003
Tumor
-0.6
CPT0012180003
Tumor
-0.6
CPT0013790003
Normal
-0.6
CPT0025050003
Tumor
-0.6
CPT0088920001
Normal
-0.6
CPT0012280003
Tumor
-0.7
CPT0025060001
Normal
-0.7
CPT0088970003
Tumor
-0.7
CPT0007320003
Tumor
-0.7
CPT0025350003
Tumor
-0.7
CPT0026410003
Tumor
-0.7
CPT0009020003
Normal
-0.8
CPT0023350003
Tumor
-0.8
CPT0025610001
Normal
-0.8
CPT0078940001
Normal
-0.8
CPT0077490003
Tumor
-0.8
CPT0086950003
Tumor
-0.8
CPT0024670003
Tumor
-0.9
CPT0092800003
Normal
-0.9
CPT0000890001
Normal
-0.9
CPT0012090003
Normal
-0.9
CPT0024680001
Normal
-0.9
CPT0023360001
Normal
-1.0
CPT0012290003
Normal
-1.0
CPT0012770003
Normal
-1.0
CPT0014130001
Normal
-1.0
CPT0026420001
Normal
-1.1
CPT0088550004
Tumor
-1.1
CPT0078800003
Tumor
-1.2
CPT0014470001
Normal
-1.2
CPT0079180003
Tumor
-1.2
CPT0077140001
Normal
-1.2
CPT0000660001
Normal
-1.3
CPT0014450004
Tumor
-1.3
CPT0010160003
Tumor
-1.3
CPT0092740003
Normal
-1.3
CPT0077110003
Tumor
-1.5
CPT0010170001
Normal
-1.5
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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
