We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GLOD4 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
29.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
110.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
74.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
67.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
56.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
51.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
45.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
42.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
42.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
40.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
39.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
39.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
39.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
39.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
38.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
38.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
38.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
37.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
35.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
33.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
32.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
32.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
32.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
28.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
26.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
26.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
26.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
26.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
26.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
26.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
24.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
24.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
24.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
23.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
23.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
23.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
20.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
19.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
18.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
18.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
11.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
10.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GLOD4 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
41.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
148.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
132.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
100.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
94.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
87.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
87.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
85.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
81.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
78.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
78.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
76.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
75.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
75.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
74.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
74.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
73.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
73.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
72.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
72.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
70.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
70.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
70.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
70.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
69.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
69.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
69.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
69.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
69.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
69.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
68.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
67.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
67.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
67.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
66.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
66.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
66.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
66.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
66.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
65.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
65.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
65.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
65.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
64.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
64.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
64.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
63.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
63.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
63.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
63.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
63.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
62.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
62.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
62.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
62.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
62.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
62.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
61.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
61.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
61.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
60.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
60.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
60.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
60.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
60.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
59.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
59.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
59.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
59.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
59.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
59.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
59.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
59.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
59.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
59.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
59.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
59.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
58.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
58.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
58.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
58.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
58.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
58.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
58.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
58.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
58.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
57.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
57.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
57.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
57.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
57.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
57.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
57.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
57.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
56.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
56.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
56.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
56.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
56.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
56.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
56.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
56.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
55.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
55.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
55.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
55.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
55.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
55.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
55.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
55.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
55.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
55.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
55.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
55.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
55.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
55.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
54.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
54.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
54.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
54.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
54.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
54.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
54.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
53.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
53.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
53.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
53.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
53.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
53.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
53.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
53.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
53.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
53.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
53.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
53.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
53.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
53.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
52.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
52.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
52.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
52.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
52.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
52.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
51.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
51.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
51.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
51.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
51.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
51.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
51.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
51.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
51.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
51.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
51.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
51.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
50.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
50.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
50.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
50.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
50.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
50.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
50.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
49.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
49.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
49.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
49.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
49.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
49.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
49.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
49.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
49.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
49.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
49.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
49.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
49.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
49.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
49.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
49.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
49.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
48.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
48.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
48.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
48.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
48.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
48.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
48.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
48.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
48.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
47.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
47.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
47.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
47.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
47.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
47.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
47.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
47.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
47.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
47.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
47.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
46.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
46.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
46.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
46.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
46.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
46.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
45.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
45.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
45.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
45.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
45.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
45.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
45.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
45.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
45.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
44.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
44.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
44.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
44.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
44.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
44.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
43.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
43.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
43.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
43.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
43.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
43.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
43.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
43.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
43.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
43.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
43.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
43.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
43.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
43.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
43.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
43.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
43.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
42.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
42.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
42.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
42.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
42.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
42.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
42.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
42.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
42.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
42.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
42.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
42.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
42.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
41.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
41.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
41.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
41.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
41.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
41.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
41.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
40.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
40.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
40.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
40.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
40.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
40.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
40.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
40.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
40.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
40.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
40.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
40.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
40.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
40.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
40.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
39.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
39.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
39.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
39.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
39.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
39.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
39.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
39.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
38.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
38.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
38.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
38.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
38.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
38.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
37.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
37.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
37.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
37.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
37.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
37.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
37.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
37.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
36.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
36.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
36.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
36.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
36.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
36.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
36.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
36.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
36.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
36.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
36.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
36.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
36.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
35.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
35.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
35.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
35.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
35.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
35.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
35.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
35.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
35.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
35.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
34.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
34.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
34.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
34.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
34.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
34.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
34.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
34.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
34.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
34.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
33.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
33.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
33.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
33.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
33.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
33.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
33.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
33.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
33.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
33.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
32.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
32.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
32.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
32.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
32.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
32.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
32.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
31.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
31.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
31.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
30.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
29.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
29.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
29.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
29.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
29.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
28.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
28.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
28.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
28.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
28.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
27.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
27.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
27.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
27.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
27.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
26.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
26.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
26.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
26.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
26.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
25.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
25.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
25.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
25.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
25.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
25.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
23.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
23.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
23.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
23.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
23.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
23.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
23.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
23.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
22.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
21.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
21.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
21.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
20.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
20.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
20.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
19.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
19.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
19.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
19.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
19.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
18.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
18.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
17.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
16.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
13.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
11.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
GLOD4 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
59.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
113.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
106.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
102.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
98.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
97.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
95.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
94.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
93.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
92.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
89.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
86.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
85.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
84.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
84.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
83.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
83.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
82.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
82.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
79.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
78.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
78.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
77.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
77.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
75.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
74.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
74.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
73.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
73.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
72.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
71.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
70.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
69.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
68.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
67.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
66.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
65.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
65.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
65.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
64.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
61.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
60.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
60.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
60.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
60.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
59.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
58.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
58.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
58.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
56.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
55.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
55.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
55.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
54.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
54.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
53.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
52.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
51.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
50.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
49.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
49.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
49.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
49.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
48.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
45.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
45.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
45.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
44.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
44.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
43.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
43.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
42.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
41.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
41.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
40.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
38.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
36.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
36.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
35.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
35.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
34.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
33.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
33.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
33.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
32.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
31.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
30.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
25.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
GLOD4 is potential prognostic, high expression is favorable 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
72.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
222.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
217.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
198.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
196.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
195.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
188.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
180.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
170.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
168.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
161.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
160.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
154.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
153.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
149.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
147.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
139.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
138.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
137.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
135.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
133.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
132.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
131.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
130.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
127.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
127.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
126.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
125.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
124.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
124.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
123.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
123.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
122.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
119.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
117.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
115.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
113.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
113.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
112.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
112.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
111.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
110.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
109.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
109.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
107.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
107.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
106.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
106.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
105.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
104.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
103.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
103.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
101.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
101.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
99.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
99.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
99.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
99.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
97.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
97.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
96.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
96.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
96.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
95.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
95.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
95.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
95.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
94.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
94.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
94.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
94.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
93.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
93.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
92.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
91.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
91.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
91.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
90.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
90.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
89.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
89.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
86.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
86.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
86.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
85.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
85.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
85.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
85.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
84.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
84.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
82.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
82.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
82.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
82.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
82.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
82.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
82.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
82.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
82.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
81.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
81.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
81.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
81.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
81.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
81.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
81.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
80.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
79.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
79.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
79.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
78.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
78.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
77.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
77.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
76.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
76.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
75.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
75.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
75.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
72.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
72.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
72.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
71.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
71.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
71.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
70.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
70.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
70.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
70.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
70.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
70.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
69.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
69.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
68.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
68.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
68.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
67.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
67.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
67.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
67.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
66.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
66.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
65.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
65.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
63.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
63.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
63.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
63.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
63.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
63.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
62.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
62.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
62.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
61.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
61.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
61.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
60.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
60.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
60.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
59.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
59.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
59.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
59.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
58.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
58.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
58.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
57.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
57.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
57.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
56.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
56.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
56.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
56.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
56.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
56.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
55.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
55.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
55.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
55.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
54.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
54.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
54.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
54.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
54.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
54.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
53.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
53.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
53.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
53.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
53.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
53.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
52.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
52.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
52.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
52.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
51.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
51.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
51.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
50.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
50.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
50.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
50.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
49.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
49.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
49.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
49.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
48.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
48.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
47.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
47.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
47.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
47.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
46.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
46.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
45.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
45.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
45.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
45.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
44.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
44.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
44.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
43.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
43.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
42.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
42.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
41.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
40.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
40.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
39.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
38.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
38.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
38.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
37.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
37.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
36.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
36.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
35.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
35.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
35.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
33.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
33.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
31.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
30.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
30.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
29.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
29.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
28.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
28.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
28.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
27.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
26.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
25.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
24.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
22.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
22.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
20.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
19.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
15.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
15.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
14.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
0.6
CPT0025110003
Tumor
0.5
CPT0012900004
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0092800003
Normal
0.3
CPT0006730001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0066430001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0088920001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0023360001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0071150004
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0077500001
Normal
0.3
CPT0012370003
Tumor
0.3
CPT0092740003
Normal
0.2
CPT0088780001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0077110003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0019130003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0081620001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0010170001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0078670001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0000640003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0065450001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0079270003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0025920001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0013790003
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0082010001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0066520001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0089460004
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0001550001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0086830003
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0081990003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0086950003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0020120003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0066480003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0086870003
Tumor
-0.4
CPT0023350003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0017850003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0012670003
Tumor
-0.5
CPT0085670003
Tumor
-0.6
CPT0012180003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0075130003
Tumor
-0.8
CPT0001340003
Tumor
-1.1
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
