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.
SIRT2 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
81.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
63.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
51.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
49.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
47.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
45.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
42.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
41.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
41.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
41.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
40.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
40.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
36.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
35.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
35.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
34.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
34.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
33.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
32.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
31.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
27.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
24.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
23.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
22.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
22.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
22.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
21.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
21.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
19.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
18.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
17.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
17.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
17.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
SIRT2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
32.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
32.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
32.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
32.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
32.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
31.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
31.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
31.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
31.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
30.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
30.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
30.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
30.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
30.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
30.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
29.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
29.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
29.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
29.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
29.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
29.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
28.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
28.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
28.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
28.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
28.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
28.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
27.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
27.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
27.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
27.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
27.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
27.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
27.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
27.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
26.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
26.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
26.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
26.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
26.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
26.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
26.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
26.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
26.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
26.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
26.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
26.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
26.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
26.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
25.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
25.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
25.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
25.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
25.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
25.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
25.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
25.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
25.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
25.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
25.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
24.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
24.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
24.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
24.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
24.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
24.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
24.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
24.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
24.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
24.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
24.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
24.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
24.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
24.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
24.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
24.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
24.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
24.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
23.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
23.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
23.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
23.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
23.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
23.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
23.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
23.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
23.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
23.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
23.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
23.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
23.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
22.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
22.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
22.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
22.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
22.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
22.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
22.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
22.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
22.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
22.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
22.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
22.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
22.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
21.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
21.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
21.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
21.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
21.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
21.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
21.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
21.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
21.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
21.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
21.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
20.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
20.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
20.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
20.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
20.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
20.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
20.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
20.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
20.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
20.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
19.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
19.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
19.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
19.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
19.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
19.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
19.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
19.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
19.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
18.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
18.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
18.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
18.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
18.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
18.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
18.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
18.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
18.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
18.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
18.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
18.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
17.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
17.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
17.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
17.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
17.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
17.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
16.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
16.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
16.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
16.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
16.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
16.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
16.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
15.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
15.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
15.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
15.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
15.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
14.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
13.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
13.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
13.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
11.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
10.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
9.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.3
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.
SIRT2 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
20.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
64.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
32.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
29.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
27.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
27.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
27.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
26.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
24.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
23.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
23.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
23.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
23.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
20.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
20.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
20.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
19.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
19.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
18.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
17.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
16.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
16.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
15.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
14.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
14.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
14.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
14.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
13.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
SIRT2 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
16.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
42.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
39.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
36.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
35.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
35.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
33.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
32.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
31.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
30.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
29.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
29.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
29.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
28.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
28.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
27.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
27.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
27.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
27.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
27.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
27.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
26.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
26.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
26.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
25.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
25.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
24.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
23.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
23.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
23.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
23.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
22.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
22.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
22.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
22.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
22.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
21.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
21.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
20.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
20.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
20.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
19.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
19.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
19.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
19.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
18.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
18.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
18.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
18.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
18.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
18.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
17.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
17.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
17.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
17.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
17.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
16.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
16.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
16.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
16.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
16.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
16.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
16.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
16.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
16.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
15.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
15.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
15.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
15.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
15.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
15.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
15.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
15.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
15.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
14.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
14.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
14.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
14.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
14.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
14.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
14.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
13.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
13.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
13.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
13.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
13.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
12.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
12.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
11.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
8.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
6.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
3.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.7
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
CPT0000640003
Tumor
0.7
CPT0002350011
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0077110003
Tumor
0.7
CPT0086870003
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0001540009
Tumor
0.6
CPT0078660003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0078990003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0012370003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0075130003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0076350001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0001260009
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0010170001
Normal
0.1
CPT0018250001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0063640001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0065450001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0020120003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0084560003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0025170003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0001230001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0092190003
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0088640003
Normal
-0.3
CPT0010160003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0086360003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0012550003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0015730003
Tumor
-0.8
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
