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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GLB1L2 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
3.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
8.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
6.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
6.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
4.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
2.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
0.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
GLB1L2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
69.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
57.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
49.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
47.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
46.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
46.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
42.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
41.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
38.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
35.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
35.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
35.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
34.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
34.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
33.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
32.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
32.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
32.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
31.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
31.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
31.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
30.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
30.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
30.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
30.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
29.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
29.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
29.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
29.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
29.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
29.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
29.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
29.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
29.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
29.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
28.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
28.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
28.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
27.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
27.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
27.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
27.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
26.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
26.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
26.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
26.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
26.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
26.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
26.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
26.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
25.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
25.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
25.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
25.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
25.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
24.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
24.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
24.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
24.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
24.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
24.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
24.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
24.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
24.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
24.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
23.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
23.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
23.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
23.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
23.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
23.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
23.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
22.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
22.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
22.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
22.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
22.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
21.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
21.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
21.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
21.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
20.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
20.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
20.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
20.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
20.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
20.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
19.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
19.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
19.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
19.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
19.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
18.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
18.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
18.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
18.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
18.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
18.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
18.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
17.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
17.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
17.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
17.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
17.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
16.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
16.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
16.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
15.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
15.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
14.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
14.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
14.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
14.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
13.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
13.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
11.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
11.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
11.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
11.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
11.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
11.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
11.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
11.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
10.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
10.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
10.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
10.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
9.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
9.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
9.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
9.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
8.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
7.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
7.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
6.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
6.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
6.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
6.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
6.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
6.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
6.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
5.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
5.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
4.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
3.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
3.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
3.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
GLB1L2 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
17.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
64.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
55.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
48.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
40.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
38.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
38.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
34.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
33.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
31.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
31.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
28.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
26.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
25.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
25.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
21.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
21.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
18.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
18.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
17.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
15.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
15.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
14.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
13.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
12.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
12.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
11.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
11.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
10.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
10.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
9.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
8.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
8.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
8.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
7.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
7.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
7.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
6.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
5.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
4.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
4.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 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.
GLB1L2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
91.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
58.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
55.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
51.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
51.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
50.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
49.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
49.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
45.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
44.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
42.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
40.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
40.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
40.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
38.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
37.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
37.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
37.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
37.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
37.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
37.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
36.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
36.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
35.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
35.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
34.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
33.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
33.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
32.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
32.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
32.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
32.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
31.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
31.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
31.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
30.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
30.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
30.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
29.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
29.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
29.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
29.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
28.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
28.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
28.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
28.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
28.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
28.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
27.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
26.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
26.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
26.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
26.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
25.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
25.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
25.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
25.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
24.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
24.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
24.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
24.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
24.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
24.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
23.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
23.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
22.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
22.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
22.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
21.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
21.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
21.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
21.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
21.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
21.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
21.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
21.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
20.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
19.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
19.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
19.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
19.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
19.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
18.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
18.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
18.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
17.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
17.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
17.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
17.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
17.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
17.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
17.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
17.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
16.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
16.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
16.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
16.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
16.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
16.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
16.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
16.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
15.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
15.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
14.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
14.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
14.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
14.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
14.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
13.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
12.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
12.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
10.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
10.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
7.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
6.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
6.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
4.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
3.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
3.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
3.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
0.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0006950001
Normal
1.0
CPT0089480003
Normal
0.9
CPT0088780001
Normal
0.9
CPT0006730001
Normal
0.9
CPT0065750003
Tumor
0.8
CPT0066430001
Normal
0.8
CPT0078800003
Tumor
0.8
CPT0088920001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0077140001
Normal
0.7
CPT0015730003
Tumor
0.6
CPT0088710001
Normal
0.6
CPT0001500009
Tumor
0.6
CPT0025060001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0077310003
Tumor
0.5
CPT0092740003
Normal
0.5
CPT0092310003
Normal
0.5
CPT0078840001
Normal
0.5
CPT0023690003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0020130001
Normal
0.5
CPT0086030003
Tumor
0.5
CPT0014130001
Normal
0.4
CPT0025880003
Tumor
0.4
CPT0010170001
Normal
0.4
CPT0066480003
Tumor
0.4
CPT0087050003
Normal
0.4
CPT0086370003
Normal
0.4
CPT0088640003
Normal
0.4
CPT0007860003
Tumor
0.3
CPT0081620001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0075560003
Tumor
0.3
CPT0025610001
Normal
0.3
CPT0020020001
Normal
0.3
CPT0066470004
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0088500001
Normal
0.3
CPT0063640001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0086970003
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0014350001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0092290003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0078940001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0092790003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0066520001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0025230003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0075570001
Normal
-0.3
CPT0011240003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0010110003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0000660001
Normal
-0.4
CPT0088760003
Tumor
-0.4
CPT0014470001
Normal
-0.4
CPT0012550003
Tumor
-0.4
CPT0001190001
Normal
-0.4
CPT0069160003
Tumor
-0.4
CPT0024680001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0026410003
Tumor
-0.4
CPT0001550001
Normal
-0.4
CPT0088900003
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0092190003
Normal
-0.5
CPT0000870016
Tumor
-0.5
CPT0069010001
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0079180003
Tumor
-0.6
CPT0069190001
Normal
-0.6
CPT0014370004
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0012640003
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0079480003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0014450004
Tumor
-0.7
CPT0001350001
Normal
-0.7
CPT0088630003
Tumor
-0.7
CPT0075170001
Normal
-0.7
CPT0012080003
Tumor
-0.7
CPT0079300001
Normal
-0.7
CPT0077110003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0088550004
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0065430003
Tumor
-0.8
CPT0024670003
Tumor
-0.8
CPT0079000001
Normal
-0.8
CPT0088690003
Tumor
-0.9
CPT0019130003
Tumor
-0.9
CPT0012180003
Tumor
-1.0
CPT0000640003
Tumor
-1.0
CPT0075130003
Tumor
-1.0
CPT0086830003
Normal
-1.0
CPT0001180009
Tumor
-1.1
CPT0007320003
Tumor
-1.1
CPT0001540009
Tumor
-1.2
CPT0069000003
Tumor
-1.2
CPT0012370003
Tumor
-1.2
CPT0086820003
Tumor
-1.4
CPT0078990003
Tumor
-1.4
CPT0084590001
Normal
-1.4
CPT0084560003
Tumor
-1.7
CPT0065690003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0025170003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0065930003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0025350003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0081880003
Tumor
N/A
CPT0009060003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
