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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.
C5orf24 is potential prognostic, high expression is unfavorable 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
14.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
49.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
39.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
34.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
31.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
29.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
26.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
25.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
22.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
22.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
20.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
18.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
17.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
16.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
15.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
15.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
15.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
15.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
10.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
9.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
9.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
9.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
7.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
C5orf24 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
27.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
161.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
140.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
74.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
69.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
54.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
53.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
51.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
51.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
50.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
50.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
49.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
49.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
48.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
48.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
47.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
47.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
47.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
47.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
46.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
45.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
45.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
44.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
44.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
44.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
44.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
44.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
44.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
44.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
43.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
43.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
43.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
43.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
43.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
42.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
42.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
42.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
42.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
42.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
42.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
42.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
41.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
41.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
41.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
41.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
41.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
41.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
41.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
41.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
40.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
40.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
40.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
40.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
40.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
40.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
39.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
39.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
39.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
39.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
39.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
39.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
39.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
39.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
39.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
38.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
38.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
38.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
38.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
38.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
38.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
38.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
37.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
37.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
37.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
37.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
37.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
37.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
37.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
37.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
37.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
37.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
37.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
37.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
37.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
36.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
36.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
36.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
36.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
36.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
36.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
36.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
36.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
36.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
36.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
36.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
35.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
35.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
35.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
35.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
35.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
35.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
35.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
35.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
35.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
35.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
35.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
35.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
34.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
34.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
34.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
34.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
34.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
34.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
34.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
34.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
34.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
34.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
33.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
33.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
33.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
33.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
33.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
33.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
33.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
33.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
33.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
33.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
33.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
33.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
33.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
32.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
32.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
32.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
32.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
32.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
32.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
32.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
32.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
32.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
32.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
32.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
32.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
32.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
31.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
31.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
31.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
31.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
31.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
31.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
31.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
31.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
31.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
31.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
31.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
30.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
30.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
30.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
30.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
30.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
30.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
30.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
30.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
30.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
30.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
30.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
29.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
29.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
29.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
29.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
29.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
29.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
29.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
29.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
29.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
29.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
29.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
29.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
29.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
29.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
28.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
28.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
28.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
28.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
28.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
28.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
28.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
28.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
28.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
28.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
28.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
28.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
28.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
28.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
28.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
28.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
28.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
28.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
28.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
28.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
28.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
28.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
27.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
27.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
27.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
27.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
27.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
27.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
27.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
27.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
27.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
27.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
27.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
27.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
27.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
26.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
26.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
26.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
26.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
26.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
26.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
26.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
26.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
26.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
26.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
26.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
26.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
26.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
26.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
25.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
25.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
25.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
25.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
25.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
25.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
25.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
25.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
25.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
25.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
24.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
24.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
24.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
23.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
23.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
23.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
23.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
23.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
23.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
23.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
22.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
22.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
22.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
22.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
22.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
22.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
22.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
21.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
21.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
21.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
21.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
21.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
20.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
20.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
20.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
20.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
20.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
20.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
20.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
19.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
19.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
19.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
19.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
19.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
18.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
18.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
17.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
17.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
17.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
16.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
15.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
15.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
14.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
14.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
8.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C5orf24 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
36.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
61.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
60.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
56.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
55.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
54.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
53.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
52.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
51.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
51.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
51.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
51.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
49.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
48.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
48.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
47.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
46.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
45.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
45.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
44.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
44.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
43.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
43.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
43.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
43.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
42.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
41.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
40.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
40.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
39.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
37.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
37.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
36.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
36.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
36.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
35.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
35.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
34.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
33.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
33.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
33.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
33.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
33.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
33.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
32.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
32.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
32.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
32.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
32.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
32.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
31.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
31.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
31.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
31.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
28.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
27.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
27.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
27.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
27.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
24.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
20.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
20.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.7
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.
C5orf24 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
19.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
133.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
76.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
68.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
59.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
56.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
54.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
51.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
50.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
47.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
47.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
46.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
45.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
40.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
39.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
38.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
36.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
36.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
36.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
36.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
35.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
34.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
34.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
34.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
33.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
32.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
32.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
32.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
31.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
31.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
31.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
30.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
30.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
30.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
29.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
29.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
29.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
28.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
28.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
27.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
27.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
26.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
26.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
26.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
26.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
26.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
25.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
25.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
25.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
25.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
24.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
24.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
24.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
24.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
24.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
24.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
24.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
24.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
24.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
24.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
23.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
23.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
23.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
23.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
22.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
22.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
22.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
22.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
21.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
20.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
20.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
20.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
20.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
19.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
19.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
19.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
19.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
18.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
18.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
17.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
16.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
16.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
16.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
15.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
15.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
15.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
14.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
14.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
14.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
13.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
13.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
13.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
13.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
12.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
12.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
11.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
11.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
10.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
10.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
10.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
10.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
9.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
8.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
7.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
2.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006440003
Tumor
0.9
CPT0088760003
Tumor
0.8
CPT0014370004
Tumor
0.7
CPT0092790003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0063320003
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0024670003
Tumor
0.6
CPT0000780007
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0088630003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0066470004
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0025880003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0078990003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0092160003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0000640003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0001220008
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0069000003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0012180003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0012570003
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0014350001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0011410003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0001180009
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0088480003
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0023350003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0001340003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0084560003
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0012550003
Tumor
-0.6
CPT0081880003
Tumor
-0.7
CPT0012280003
Tumor
-0.7
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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
