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.
LGALS9 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
41.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
36.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
31.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
29.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
19.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
16.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
14.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
11.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
11.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
10.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
9.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
4.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
LGALS9 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
98.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
88.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
86.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
84.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
80.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
80.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
79.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
77.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
69.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
68.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
66.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
65.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
63.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
62.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
62.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
61.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
61.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
61.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
60.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
60.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
58.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
58.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
58.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
58.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
58.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
57.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
57.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
56.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
56.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
56.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
56.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
56.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
55.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
55.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
55.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
55.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
54.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
53.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
53.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
53.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
52.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
52.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
52.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
52.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
51.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
51.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
51.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
50.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
50.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
50.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
50.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
49.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
49.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
49.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
49.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
48.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
46.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
46.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
46.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
46.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
45.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
45.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
45.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
45.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
45.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
45.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
45.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
44.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
44.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
44.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
44.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
43.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
43.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
43.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
43.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
42.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
42.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
42.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
42.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
42.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
41.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
41.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
41.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
41.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
40.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
40.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
40.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
40.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
39.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
39.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
39.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
39.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
38.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
38.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
38.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
38.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
38.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
38.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
38.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
38.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
38.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
37.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
37.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
37.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
37.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
36.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
36.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
36.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
36.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
36.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
36.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
36.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
36.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
36.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
36.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
36.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
36.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
35.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
35.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
35.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
35.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
35.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
35.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
34.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
34.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
34.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
34.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
34.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
34.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
34.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
34.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
34.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
34.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
34.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
33.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
33.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
33.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
33.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
33.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
33.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
33.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
33.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
33.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
32.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
32.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
32.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
32.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
32.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
32.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
32.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
32.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
32.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
31.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
31.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
31.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
31.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
31.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
30.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
30.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
30.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
30.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
30.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
29.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
29.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
29.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
29.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
29.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
29.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
29.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
28.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
28.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
28.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
28.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
28.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
28.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
28.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
28.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
28.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
27.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
27.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
27.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
27.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
27.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
27.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
27.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
27.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
27.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
27.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
27.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
27.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
27.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
27.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
26.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
26.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
26.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
26.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
26.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
26.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
26.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
26.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
26.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
26.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
25.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
25.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
25.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
25.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
25.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
25.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
25.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
25.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
25.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
25.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
25.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
25.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
25.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
25.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
24.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
24.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
24.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
24.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
24.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
24.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
24.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
24.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
24.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
23.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
23.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
23.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
23.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
23.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
23.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
23.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
22.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
22.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
22.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
22.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
22.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
21.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
21.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
21.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
20.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
20.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
20.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
20.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
20.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
19.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
18.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
18.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
17.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
17.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
17.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
17.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
17.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
17.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
17.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
17.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
16.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
14.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
12.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
8.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
8.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
6.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
4.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
LGALS9 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
26.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
102.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
100.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
60.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
57.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
56.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
56.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
55.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
48.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
48.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
43.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
43.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
42.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
41.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
41.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
40.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
39.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
39.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
38.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
38.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
37.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
37.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
37.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
36.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
36.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
34.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
32.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
30.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
29.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
29.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
29.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
25.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
25.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
24.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
24.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
22.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
21.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
21.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
16.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
16.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
15.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
13.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
13.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
12.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
11.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
10.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
10.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
10.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
10.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
9.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
9.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2.5
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.
LGALS9 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
22.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
152.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
109.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
96.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
93.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
88.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
83.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
82.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
81.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
78.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
74.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
71.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
63.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
62.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
60.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
59.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
57.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
57.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
56.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
55.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
55.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
55.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
53.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
52.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
52.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
51.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
50.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
50.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
49.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
49.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
48.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
48.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
48.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
47.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
46.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
45.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
44.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
44.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
43.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
43.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
42.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
42.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
42.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
41.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
40.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
40.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
40.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
39.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
38.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
38.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
38.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
37.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
37.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
37.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
36.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
35.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
35.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
35.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
34.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
34.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
34.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
33.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
33.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
33.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
31.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
31.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
31.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
31.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
31.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
30.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
30.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
29.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
29.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
29.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
29.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
28.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
28.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
27.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
27.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
26.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
25.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
25.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
25.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
25.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
25.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
24.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
24.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
24.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
23.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
23.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
22.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
21.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
21.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
20.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
20.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
20.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
19.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
19.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
16.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
16.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
14.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
13.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
13.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
13.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
12.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
12.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
12.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
12.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
11.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
11.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
11.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
9.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
9.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
9.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
8.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
8.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
8.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
7.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
7.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
7.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
7.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
6.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
6.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
6.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
6.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
5.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
5.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
5.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
4.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
4.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
4.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
4.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
3.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
2.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.9
CPT0078510003
Tumor
1.6
CPT0012180003
Tumor
1.5
CPT0088690003
Tumor
1.4
CPT0081880003
Tumor
1.4
CPT0015730003
Tumor
1.2
CPT0075130003
Tumor
1.2
CPT0025050003
Tumor
1.1
CPT0092730003
Tumor
1.1
CPT0020120003
Tumor
1.1
CPT0017410003
Tumor
1.1
CPT0014160003
Tumor
1.1
CPT0023350003
Tumor
1.0
CPT0012280003
Tumor
1.0
CPT0012550003
Tumor
0.9
CPT0086360003
Tumor
0.9
CPT0076330003
Tumor
0.9
CPT0001260009
Tumor
0.9
CPT0021240003
Tumor
0.9
CPT0065430003
Tumor
0.9
CPT0010110003
Tumor
0.8
CPT0065690003
Tumor
0.8
CPT0084560003
Tumor
0.8
CPT0063630003
Tumor
0.8
CPT0064370003
Tumor
0.8
CPT0011410003
Tumor
0.7
CPT0017850003
Tumor
0.7
CPT0079410003
Tumor
0.7
CPT0066470004
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0001180009
Tumor
0.7
CPT0075560003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0025290003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0092290003
Tumor
0.6
CPT0078800003
Tumor
0.6
CPT0078990003
Tumor
0.6
CPT0015910003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0026410003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0081990003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0081600003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0092190003
Normal
0.1
CPT0084590001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0088970003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0078930003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0024670003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0012290003
Normal
-0.3
CPT0086870003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0078830003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0010160003
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0012640003
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0088570001
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0075570001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0069190001
Normal
-0.5
CPT0065820001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0079180003
Tumor
-0.6
CPT0001190001
Normal
-0.6
CPT0006530001
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0012920003
Normal
-0.6
CPT0013790003
Normal
-0.7
CPT0077500001
Normal
-0.7
CPT0079510001
Normal
-0.7
CPT0012090003
Normal
-0.7
CPT0025060001
Normal
-0.7
CPT0088500001
Normal
-0.7
CPT0001550001
Normal
-0.7
CPT0065450001
Normal
-0.7
CPT0014350001
Normal
-0.7
CPT0088710001
Normal
-0.8
CPT0019160001
Normal
-0.8
CPT0024680001
Normal
-0.8
CPT0023710001
Normal
-0.8
CPT0082010001
Normal
-0.8
CPT0089040001
Normal
-0.8
CPT0079300001
Normal
-0.8
CPT0078670001
Normal
-0.8
CPT0001350001
Normal
-0.8
CPT0079000001
Normal
-0.8
CPT0076350001
Normal
-0.8
CPT0000660001
Normal
-0.8
CPT0014130001
Normal
-0.8
CPT0086970003
Normal
-0.8
CPT0063330001
Normal
-0.8
CPT0000790001
Normal
-0.8
CPT0081620001
Normal
-0.9
CPT0069010001
Normal
-0.9
CPT0020130001
Normal
-0.9
CPT0025350003
Tumor
-0.9
CPT0009020003
Normal
-0.9
CPT0002370001
Normal
-0.9
CPT0010170001
Normal
-0.9
CPT0086830003
Normal
-0.9
CPT0086370003
Normal
-1.0
CPT0026420001
Normal
-1.0
CPT0088780001
Normal
-1.0
CPT0001230001
Normal
-1.0
CPT0025610001
Normal
-1.0
CPT0088920001
Normal
-1.0
CPT0079430001
Normal
-1.0
CPT0078940001
Normal
-1.0
CPT0092800003
Normal
-1.0
CPT0064400001
Normal
-1.0
CPT0001510001
Normal
-1.0
CPT0012570003
Normal
-1.1
CPT0006950001
Normal
-1.1
CPT0087050003
Normal
-1.1
CPT0092310003
Normal
-1.1
CPT0020020001
Normal
-1.1
CPT0012770003
Normal
-1.1
CPT0023360001
Normal
-1.1
CPT0088640003
Normal
-1.1
CPT0066430001
Normal
-1.1
CPT0089480003
Normal
-1.2
CPT0025920001
Normal
-1.2
CPT0077140001
Normal
-1.2
CPT0009080003
Normal
-1.2
CPT0086890003
Normal
-1.2
CPT0007870001
Normal
-1.4
CPT0007470001
Normal
-1.4
CPT0092740003
Normal
-1.4
CPT0006730001
Normal
-1.4
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
