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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.
CCNC 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
28.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
95.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
88.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
56.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
54.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
53.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
52.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
46.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
39.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
38.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
34.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
34.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
34.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
34.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
33.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
33.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
33.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
33.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
33.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
32.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
32.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
31.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
31.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
28.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
27.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
27.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
27.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
27.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
25.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
24.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
23.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
23.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
23.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
23.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
22.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
21.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
20.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
20.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
15.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
10.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
CCNC is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
116.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
100.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
82.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
75.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
74.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
69.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
68.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
67.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
67.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
65.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
58.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
57.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
57.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
54.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
53.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
52.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
51.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
50.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
50.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
49.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
49.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
48.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
47.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
45.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
45.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
45.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
45.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
45.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
44.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
44.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
44.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
44.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
43.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
43.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
43.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
43.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
42.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
41.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
41.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
41.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
41.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
41.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
41.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
41.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
41.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
41.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
41.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
40.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
40.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
40.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
40.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
40.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
40.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
40.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
40.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
40.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
40.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
40.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
40.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
40.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
40.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
39.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
39.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
39.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
39.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
39.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
39.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
39.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
38.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
38.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
38.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
38.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
38.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
37.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
37.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
37.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
37.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
37.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
37.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
36.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
36.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
36.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
36.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
36.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
36.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
36.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
36.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
36.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
35.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
35.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
35.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
35.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
35.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
35.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
35.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
35.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
34.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
34.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
34.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
34.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
34.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
34.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
34.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
34.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
34.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
34.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
33.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
33.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
33.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
33.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
33.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
33.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
33.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
33.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
33.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
33.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
33.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
33.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
33.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
33.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
33.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
33.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
33.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
32.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
32.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
32.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
32.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
32.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
32.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
32.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
32.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
32.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
32.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
32.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
32.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
31.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
31.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
31.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
31.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
31.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
31.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
31.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
31.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
31.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
31.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
31.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
30.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
30.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
30.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
30.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
30.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
30.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
30.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
30.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
30.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
30.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
30.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
30.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
30.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
30.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
30.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
29.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
29.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
29.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
29.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
29.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
28.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
28.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
28.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
28.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
28.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
28.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
28.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
28.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
28.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
28.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
28.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
27.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
27.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
27.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
27.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
27.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
27.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
27.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
27.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
27.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
27.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
27.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
27.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
27.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
27.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
26.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
26.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
26.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
25.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
25.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
25.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
25.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
25.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
25.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
25.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
25.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
25.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
25.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
25.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
25.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
25.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
24.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
24.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
24.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
24.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
24.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
24.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
24.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
24.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
24.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
24.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
23.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
23.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
23.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
23.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
23.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
23.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
23.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
22.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
22.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
22.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
22.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
22.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
22.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
21.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
21.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
21.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
21.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
20.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
20.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
20.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
19.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
18.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
18.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
18.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
17.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
17.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
17.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
17.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
17.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
16.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
16.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
15.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
15.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
15.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
14.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
14.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
13.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
12.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 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.
CCNC is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
54.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
53.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
53.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
50.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
50.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
49.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
48.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
47.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
47.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
47.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
45.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
45.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
44.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
44.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
44.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
43.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
43.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
42.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
42.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
40.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
40.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
40.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
39.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
39.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
38.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
37.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
36.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
36.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
35.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
35.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
34.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
34.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
33.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
32.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
31.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
31.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
30.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
30.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
30.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
29.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
29.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
29.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
29.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
29.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
27.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
27.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
25.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
23.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
23.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
23.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
13.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
11.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
CCNC 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
23.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
81.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
58.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
53.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
51.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
51.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
51.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
50.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
46.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
45.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
43.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
42.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
42.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
42.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
41.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
40.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
40.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
38.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
38.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
38.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
37.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
37.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
37.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
37.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
37.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
36.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
36.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
36.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
36.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
36.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
35.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
35.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
35.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
34.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
33.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
33.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
33.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
33.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
32.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
32.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
32.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
32.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
32.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
32.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
31.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
31.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
31.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
31.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
31.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
30.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
30.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
30.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
30.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
30.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
30.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
30.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
30.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
30.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
30.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
30.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
29.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
29.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
29.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
29.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
29.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
29.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
29.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
29.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
29.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
28.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
28.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
27.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
27.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
27.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
27.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
27.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
27.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
27.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
27.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
26.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
26.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
26.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
26.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
26.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
26.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
25.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
25.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
25.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
24.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
24.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
24.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
24.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
24.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
24.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
23.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
23.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
23.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
23.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
23.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
23.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
22.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
22.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
22.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
22.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
22.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
21.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
21.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
21.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
21.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
21.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
21.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
20.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
20.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
20.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
20.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
20.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
19.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
19.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
19.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
19.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
18.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
18.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
17.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
17.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
17.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
17.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
16.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
16.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
16.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
15.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
14.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
14.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
13.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
12.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
12.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
10.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
10.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
9.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
2.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0092290003
Tumor
1.2
CPT0012570003
Normal
1.0
CPT0014160003
Tumor
1.0
CPT0077310003
Tumor
0.8
CPT0024680001
Normal
0.7
CPT0001340003
Tumor
0.6
CPT0012770003
Normal
0.6
CPT0013790003
Normal
0.6
CPT0001220008
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0087040003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0063330001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0088640003
Normal
0.3
CPT0078940001
Normal
0.3
CPT0065870003
Tumor
0.3
CPT0086820003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0078670001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0010110003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0024670003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0001190001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0025060001
Normal
-0.3
CPT0020120003
Tumor
-0.3
CPT0012370003
Tumor
-0.4
CPT0007470001
Normal
-0.5
CPT0012550003
Tumor
-0.7
CPT0079180003
Tumor
-0.9
CPT0011240003
Tumor
-1.4
CPT0026410003
Tumor
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0078840001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0007860003
Tumor
N/A
CPT0079230003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0012080003
Tumor
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
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077490003
Tumor
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
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
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
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
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0075560003
Tumor
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0012290003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0000890001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
