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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.
CYYR1 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
5.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
27.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
8.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
8.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
7.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
5.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
4.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
4.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
CYYR1 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
23.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
115.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
80.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
78.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
78.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
74.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
73.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
73.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
72.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
69.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
68.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
67.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
65.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
65.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
65.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
65.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
65.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
64.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
62.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
61.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
61.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
60.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
60.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
58.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
54.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
54.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
54.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
53.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
53.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
53.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
52.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
52.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
51.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
51.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
51.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
51.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
50.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
50.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
50.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
49.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
49.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
48.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
48.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
48.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
47.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
46.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
46.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
46.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
46.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
46.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
46.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
45.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
45.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
45.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
45.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
44.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
44.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
44.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
43.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
43.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
43.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
42.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
41.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
41.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
41.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
40.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
40.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
40.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
40.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
40.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
39.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
39.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
39.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
39.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
39.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
39.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
39.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
39.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
38.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
38.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
38.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
38.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
37.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
37.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
37.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
37.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
37.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
37.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
37.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
37.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
36.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
36.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
36.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
36.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
36.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
35.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
35.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
35.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
35.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
35.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
35.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
34.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
34.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
34.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
34.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
34.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
33.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
33.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
33.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
33.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
33.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
33.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
32.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
32.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
32.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
31.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
31.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
31.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
31.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
31.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
31.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
31.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
31.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
31.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
31.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
30.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
30.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
30.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
30.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
30.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
30.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
29.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
29.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
29.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
29.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
29.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
29.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
29.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
29.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
28.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
28.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
28.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
28.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
28.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
28.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
28.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
28.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
28.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
28.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
27.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
27.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
27.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
27.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
27.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
27.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
27.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
27.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
27.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
27.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
27.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
27.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
27.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
27.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
27.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
26.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
26.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
26.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
26.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
26.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
26.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
26.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
26.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
26.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
26.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
25.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
25.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
25.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
25.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
25.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
25.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
25.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
25.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
25.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
24.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
24.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
24.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
24.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
24.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
23.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
23.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
23.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
23.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
23.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
22.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
22.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
22.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
21.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
21.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
21.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
21.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
21.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
20.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
20.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
20.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
20.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
20.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
19.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
19.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
18.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
17.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
17.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
16.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
14.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
14.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
13.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
11.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
10.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
7.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
6.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
6.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
5.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
4.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
4.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
3.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
3.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
3.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
3.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
3.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
2.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
2.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
2.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
2.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 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.
CYYR1 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
28.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
89.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
81.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
69.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
67.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
66.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
66.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
61.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
60.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
55.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
54.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
54.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
53.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
49.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
49.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
49.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
46.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
46.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
44.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
43.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
42.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
42.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
41.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
40.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
39.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
39.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
38.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
37.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
36.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
36.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
35.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
35.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
33.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
33.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
31.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
31.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
30.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
30.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
25.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
24.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
24.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
23.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
21.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
21.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
19.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
10.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
8.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
7.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
6.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
5.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
4.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
3.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
3.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
2.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
2.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1.5
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.
CYYR1 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
2.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
29.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
15.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
11.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
9.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
7.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
6.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
6.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
6.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
4.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
4.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
4.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
4.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
3.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
3.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
3.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
3.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
3.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
3.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
3.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
3.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
3.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
3.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
3.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
3.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
3.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
2.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
2.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
2.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
2.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
2.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
2.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
2.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
2.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
2.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
2.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
2.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
2.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
2.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
2.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
2.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
2.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
2.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
2.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
2.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
2.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
2.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
1.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
1.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
1.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
1.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
1.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
1.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
0.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
0.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
0.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
0.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
0.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
0.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
0.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
0.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
0.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
0.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
0.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
0.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
0.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
