We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
C1orf35 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
18.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
16.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
15.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
15.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
12.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
9.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
7.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
6.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
5.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
C1orf35 is not prognostic 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
9.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
21.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
19.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
17.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
15.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
15.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
14.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
14.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
14.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
14.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
13.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
13.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
13.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
13.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
12.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
12.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
11.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
11.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
11.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
11.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
11.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
11.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
11.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
11.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
11.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
11.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
10.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
10.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
10.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
10.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
10.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
10.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
10.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
10.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
10.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
10.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
10.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
10.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
10.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
10.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
10.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
10.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
9.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
9.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
9.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
9.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
9.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
9.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
9.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
9.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
9.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
9.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
9.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
9.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
9.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
9.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
9.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
9.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
8.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
8.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
8.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
8.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
8.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
8.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
8.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
8.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
8.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
8.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
8.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
8.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
8.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
8.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
8.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
8.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
8.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
8.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
8.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
8.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
8.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
8.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
8.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
8.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
8.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
8.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
8.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
8.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
7.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
7.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
7.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
7.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
7.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
7.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
7.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
7.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
7.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
7.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
7.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
7.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
7.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
7.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
7.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
7.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
7.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
7.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
7.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
7.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
6.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
6.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
6.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
6.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
6.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
6.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
6.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
6.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
6.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
6.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
6.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
6.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
6.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
6.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
6.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
6.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
5.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
5.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
5.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
5.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
5.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
5.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
5.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
5.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
5.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
4.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
4.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
4.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
4.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
4.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
3.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
3.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
C1orf35 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
13.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
22.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
21.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
20.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
19.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
18.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
16.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
16.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
15.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
15.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
13.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
13.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
12.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
12.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
12.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
12.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
12.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
12.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
11.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
11.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
11.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
11.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
10.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
10.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
10.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
9.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
9.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
9.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
9.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
8.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
7.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
5.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
5.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
2.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
C1orf35 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
12.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
40.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
39.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
32.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
31.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
27.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
26.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
24.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
24.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
23.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
23.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
22.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
22.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
22.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
22.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
21.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
21.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
21.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
20.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
19.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
19.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
19.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
19.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
19.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
17.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
17.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
17.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
17.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
16.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
16.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
15.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
15.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
15.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
14.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
14.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
14.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
14.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
14.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
14.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
14.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
13.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
13.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
13.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
13.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
12.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
12.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
11.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
11.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
11.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
10.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
10.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
10.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
9.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
9.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
9.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
8.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
8.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
8.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
7.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
7.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
7.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
7.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
6.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
6.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
6.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
5.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
5.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
5.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
4.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
4.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
3.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
2.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
2.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
2.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
2.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
2.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
1.1
CPT0086950003
Tumor
0.9
CPT0089460004
Tumor
0.9
CPT0077110003
Tumor
0.7
CPT0009060003
Tumor
0.7
CPT0017850003
Tumor
0.6
CPT0025580004
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0078830003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0006440003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0075720003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0010110003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0092190003
Normal
0.4
CPT0014450004
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0009000003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0025110003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0001270001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0079300001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0078930003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0088970003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0088480003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0024680001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0075570001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0013790003
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0064370003
Tumor
-0.3
CPT0012090003
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0025290003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0092290003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0065690003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0001220008
Tumor
-0.4
CPT0077140001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0092310003
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0065450001
Normal
-0.5
CPT0002270011
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0001500009
Tumor
-0.7
Show allShow less
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
