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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLF9 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
17.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
86.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
33.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
32.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
32.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
29.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
28.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
28.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
27.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
27.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
24.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
23.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
23.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
22.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
22.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
20.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
18.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
17.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
17.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
15.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
14.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
13.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
10.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 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.
KLF9 is validated 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
35.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
193.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
142.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
140.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
129.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
129.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
126.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
123.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
111.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
107.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
102.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
100.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
100.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
100.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
97.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
96.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
96.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
94.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
94.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
91.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
91.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
86.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
86.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
85.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
84.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
83.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
83.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
82.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
82.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
81.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
81.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
80.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
79.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
78.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
76.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
76.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
76.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
75.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
74.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
74.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
73.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
73.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
73.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
72.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
72.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
72.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
72.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
71.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
71.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
70.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
69.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
69.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
68.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
68.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
67.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
67.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
66.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
66.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
65.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
65.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
65.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
65.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
65.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
65.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
64.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
64.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
64.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
64.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
64.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
63.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
63.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
63.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
63.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
63.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
62.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
62.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
62.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
61.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
61.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
61.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
61.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
60.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
60.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
60.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
60.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
60.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
59.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
59.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
59.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
59.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
58.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
58.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
58.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
57.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
57.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
56.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
56.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
55.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
55.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
55.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
55.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
55.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
54.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
54.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
53.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
53.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
53.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
52.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
52.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
52.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
52.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
52.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
51.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
50.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
50.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
50.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
50.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
50.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
49.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
49.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
49.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
49.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
48.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
48.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
48.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
48.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
48.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
48.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
48.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
48.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
47.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
47.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
47.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
47.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
46.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
46.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
46.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
46.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
45.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
45.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
44.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
44.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
44.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
44.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
44.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
43.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
43.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
43.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
42.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
42.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
42.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
42.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
42.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
42.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
42.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
41.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
41.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
41.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
41.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
41.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
41.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
41.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
41.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
41.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
40.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
40.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
40.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
40.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
40.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
39.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
39.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
39.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
39.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
39.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
39.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
39.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
39.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
39.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
39.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
39.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
38.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
38.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
38.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
38.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
38.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
38.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
37.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
37.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
37.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
37.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
37.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
37.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
36.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
36.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
36.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
36.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
36.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
36.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
36.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
35.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
35.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
35.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
35.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
35.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
35.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
35.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
35.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
34.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
34.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
34.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
34.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
34.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
34.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
34.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
33.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
32.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
32.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
32.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
32.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
31.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
31.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
31.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
31.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
31.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
31.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
30.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
30.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
30.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
30.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
30.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
30.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
30.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
30.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
29.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
29.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
29.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
29.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
28.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
28.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
28.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
28.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
28.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
28.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
28.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
28.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
28.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
27.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
27.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
27.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
27.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
27.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
27.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
27.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
27.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
27.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
27.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
27.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
26.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
26.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
26.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
26.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
26.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
26.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
26.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
25.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
25.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
25.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
25.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
25.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
25.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
24.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
24.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
23.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
23.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
23.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
23.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
23.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
22.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
22.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
22.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
22.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
21.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
21.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
21.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
21.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
21.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
21.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
20.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
20.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
20.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
20.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
19.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
19.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
19.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
19.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
18.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
18.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
18.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
18.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
17.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
17.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
17.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
16.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
16.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
16.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
16.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
15.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
15.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
13.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
12.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
11.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
11.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
8.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 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.
KLF9 is validated prognostic, high expression is favorable 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
41.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
148.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
142.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
133.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
127.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
120.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
114.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
113.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
113.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
96.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
92.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
89.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
88.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
83.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
80.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
78.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
77.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
77.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
73.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
67.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
62.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
57.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
56.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
55.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
54.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
53.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
53.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
50.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
43.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
42.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
40.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
37.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
37.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
37.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
36.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
34.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
34.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
33.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
32.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
31.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
31.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
30.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
29.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
28.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
27.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
27.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
27.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
26.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
24.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
22.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
22.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
19.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
18.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
14.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
11.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
7.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
KLF9 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
64.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
54.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
52.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
52.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
52.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
48.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
47.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
42.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
41.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
41.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
40.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
39.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
39.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
38.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
38.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
36.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
35.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
35.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
34.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
34.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
34.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
33.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
32.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
30.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
30.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
28.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
27.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
27.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
25.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
24.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
24.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
23.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
22.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
22.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
21.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
21.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
20.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
20.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
20.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
20.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
20.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
18.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
18.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
18.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
18.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
17.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
17.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
16.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
16.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
15.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
15.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
15.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
15.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
14.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
14.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
14.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
14.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
14.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
13.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
13.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
12.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
12.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
11.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
10.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
9.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
8.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
8.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
7.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
7.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
7.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
6.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
6.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
6.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
4.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
4.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
4.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
3.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
1.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
