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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.
AGPAT3 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
30.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
105.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
81.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
72.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
60.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
55.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
45.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
45.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
42.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
42.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
42.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
42.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
41.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
41.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
38.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
37.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
37.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
36.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
36.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
35.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
35.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
33.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
32.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
31.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
31.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
30.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
30.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
28.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
28.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
27.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
25.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
24.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
24.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
23.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
23.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
23.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
22.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
22.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
22.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
20.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
18.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
18.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
18.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
17.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
16.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
10.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AGPAT3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
290.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
154.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
130.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
127.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
125.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
123.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
121.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
118.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
115.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
112.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
104.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
100.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
100.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
99.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
97.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
96.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
91.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
89.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
85.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
83.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
83.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
83.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
82.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
82.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
81.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
78.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
77.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
77.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
77.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
77.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
77.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
74.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
74.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
73.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
73.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
72.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
72.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
72.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
72.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
72.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
71.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
71.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
71.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
70.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
70.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
70.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
70.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
69.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
69.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
69.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
68.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
68.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
68.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
67.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
67.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
66.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
66.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
64.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
64.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
64.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
64.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
63.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
63.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
63.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
63.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
62.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
62.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
62.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
62.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
61.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
61.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
60.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
60.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
59.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
59.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
59.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
59.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
59.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
58.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
58.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
58.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
58.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
58.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
57.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
56.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
56.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
56.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
56.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
55.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
55.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
55.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
55.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
54.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
54.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
54.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
54.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
53.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
53.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
53.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
53.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
53.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
52.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
52.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
52.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
52.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
51.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
51.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
50.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
50.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
50.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
50.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
50.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
49.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
49.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
49.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
49.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
48.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
48.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
48.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
48.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
48.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
48.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
48.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
47.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
47.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
47.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
47.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
47.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
46.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
46.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
46.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
46.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
46.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
46.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
46.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
46.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
46.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
46.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
46.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
45.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
45.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
45.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
45.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
45.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
45.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
45.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
45.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
44.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
44.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
44.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
44.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
44.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
44.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
44.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
44.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
44.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
44.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
43.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
43.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
43.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
43.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
43.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
43.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
42.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
42.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
42.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
42.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
42.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
42.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
42.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
42.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
42.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
42.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
41.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
41.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
41.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
41.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
41.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
41.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
41.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
41.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
40.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
40.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
40.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
40.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
40.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
40.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
39.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
39.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
39.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
39.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
39.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
39.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
38.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
38.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
38.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
38.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
38.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
38.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
38.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
38.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
37.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
37.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
37.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
37.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
37.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
37.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
37.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
37.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
37.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
37.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
37.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
37.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
36.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
36.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
36.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
36.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
36.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
36.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
36.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
36.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
36.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
36.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
36.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
36.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
35.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
35.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
35.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
35.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
35.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
35.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
35.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
35.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
34.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
34.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
34.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
34.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
34.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
34.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
34.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
34.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
33.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
33.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
33.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
33.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
33.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
33.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
33.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
33.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
33.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
33.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
33.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
33.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
32.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
32.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
32.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
32.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
32.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
32.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
32.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
32.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
32.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
32.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
32.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
31.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
31.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
31.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
31.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
31.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
31.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
31.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
31.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
31.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
31.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
30.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
30.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
30.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
30.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
30.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
30.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
30.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
30.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
30.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
29.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
29.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
29.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
29.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
29.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
29.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
29.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
28.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
28.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
28.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
28.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
28.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
28.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
28.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
28.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
28.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
28.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
27.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
27.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
27.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
27.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
26.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
26.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
26.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
26.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
26.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
26.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
26.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
26.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
25.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
25.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
25.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
25.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
25.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
25.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
25.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
24.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
24.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
24.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
24.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
24.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
24.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
24.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
23.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
23.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
23.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
23.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
23.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
23.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
23.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
23.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
22.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
22.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
22.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
22.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
22.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
21.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
21.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
21.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
21.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
21.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
20.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
20.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
20.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
20.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
20.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
19.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
19.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
19.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
19.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
18.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
18.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
17.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
17.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
16.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
15.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
14.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
14.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
13.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
10.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
9.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
AGPAT3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
45.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
142.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
118.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
92.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
90.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
88.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
85.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
83.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
76.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
70.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
69.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
69.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
68.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
68.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
68.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
67.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
63.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
62.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
62.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
60.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
60.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
60.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
60.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
59.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
59.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
59.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
56.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
56.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
55.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
54.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
53.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
52.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
50.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
50.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
49.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
49.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
47.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
44.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
44.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
44.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
43.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
42.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
42.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
41.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
40.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
39.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
39.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
39.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
39.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
38.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
38.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
37.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
37.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
36.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
36.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
36.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
36.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
35.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
32.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
31.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
31.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
31.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
31.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
31.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
29.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
27.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
26.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
25.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
24.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
22.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
21.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
21.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
AGPAT3 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
33.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
263.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
224.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
161.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
159.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
140.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
110.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
109.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
95.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
85.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
81.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
79.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
78.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
78.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
68.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
67.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
65.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
64.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
63.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
63.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
62.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
62.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
62.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
61.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
60.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
59.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
57.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
55.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
55.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
55.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
53.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
52.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
52.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
50.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
50.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
48.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
48.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
47.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
47.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
47.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
47.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
46.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
46.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
46.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
45.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
45.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
45.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
44.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
44.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
44.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
44.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
43.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
43.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
43.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
42.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
42.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
42.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
42.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
41.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
41.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
41.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
40.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
40.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
40.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
40.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
40.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
39.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
39.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
39.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
38.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
38.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
38.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
37.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
37.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
37.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
37.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
37.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
36.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
36.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
36.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
36.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
35.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
35.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
35.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
35.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
35.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
35.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
35.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
34.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
34.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
34.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
34.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
33.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
33.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
33.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
33.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
33.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
32.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
32.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
32.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
31.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
31.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
31.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
31.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
30.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
30.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
30.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
30.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
30.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
29.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
29.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
29.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
29.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
29.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
28.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
28.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
28.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
28.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
28.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
28.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
28.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
27.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
27.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
27.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
27.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
27.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
26.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
26.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
26.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
26.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
26.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
25.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
25.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
25.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
25.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
24.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
24.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
24.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
24.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
24.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
24.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
24.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
24.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
23.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
23.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
23.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
23.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
23.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
23.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
22.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
22.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
22.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
22.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
21.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
21.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
21.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
21.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
21.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
21.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
20.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
20.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
20.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
19.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
19.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
19.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
19.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
19.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
18.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
18.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
18.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
18.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
18.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
17.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
17.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
16.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
15.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
15.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
15.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
15.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
14.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
14.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
14.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
14.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
14.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
13.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
13.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
12.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
11.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
1.5
CPT0088780001
Normal
1.5
CPT0092740003
Normal
1.4
CPT0092800003
Normal
1.3
CPT0000790001
Normal
1.3
CPT0092310003
Normal
1.2
CPT0006730001
Normal
1.1
CPT0026420001
Normal
1.1
CPT0078840001
Normal
1.1
CPT0006950001
Normal
1.1
CPT0013790003
Normal
1.1
CPT0088920001
Normal
1.1
CPT0023360001
Normal
1.1
CPT0089480003
Normal
1.0
CPT0000890001
Normal
1.0
CPT0088710001
Normal
1.0
CPT0066430001
Normal
1.0
CPT0079270003
Tumor
1.0
CPT0020020001
Normal
1.0
CPT0065450001
Normal
0.9
CPT0088500001
Normal
0.9
CPT0078670001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0077140001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0001350001
Normal
0.8
CPT0086890003
Normal
0.8
CPT0079000001
Normal
0.7
CPT0086970003
Normal
0.7
CPT0082010001
Normal
0.7
CPT0064400001
Normal
0.7
CPT0089040001
Normal
0.7
CPT0079430001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0014350001
Normal
0.6
CPT0007470001
Normal
0.6
CPT0063640001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0065820001
Normal
0.6
CPT0012290003
Normal
0.6
CPT0023710001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0086830003
Normal
0.5
CPT0066520001
Normal
0.5
CPT0077500001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0025060001
Normal
0.4
CPT0007320003
Tumor
0.4
CPT0088570001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0000660001
Normal
0.4
CPT0075570001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0076350001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0078830003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0010120001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0012570003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0002370001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0025170003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0001230001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0024680001
Normal
-0.4
CPT0006900003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0086950003
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0092160003
Tumor
-0.5
CPT0085670003
Tumor
-0.5
CPT0018250001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0088480003
Tumor
-0.5
CPT0025580004
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0011410003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0010160003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0079380003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0015810003
Tumor
-0.6
CPT0014470001
Normal
-0.6
CPT0088760003
Tumor
-0.6
CPT0002350011
Tumor
-0.6
CPT0001220008
Tumor
-0.7
CPT0009020003
Normal
-0.7
CPT0086030003
Tumor
-0.7
CPT0000780007
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0075170001
Normal
-0.7
CPT0063320003
Tumor
-0.7
CPT0079300001
Normal
-0.8
CPT0014370004
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0000640003
Tumor
-0.8
CPT0065750003
Tumor
-0.8
CPT0078800003
Tumor
-0.8
CPT0015730003
Tumor
-0.8
CPT0092790003
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0007860003
Tumor
-0.9
CPT0026410003
Tumor
-0.9
CPT0025230003
Tumor
-0.9
CPT0025880003
Tumor
-0.9
CPT0009080003
Normal
-0.9
CPT0023350003
Tumor
-0.9
CPT0065430003
Tumor
-0.9
CPT0088690003
Tumor
-0.9
CPT0012920003
Normal
-0.9
CPT0065930003
Tumor
-0.9
CPT0024670003
Tumor
-0.9
CPT0086360003
Tumor
-1.0
CPT0076330003
Tumor
-1.0
CPT0079510001
Normal
-1.0
CPT0063630003
Tumor
-1.0
CPT0012180003
Tumor
-1.0
CPT0077110003
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0069160003
Tumor
-1.0
CPT0084590001
Normal
-1.0
CPT0025290003
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0081990003
Tumor
-1.0
CPT0012640003
Normal
-1.0
CPT0086870003
Tumor
-1.1
CPT0078660003
Tumor
-1.1
CPT0075560003
Tumor
-1.1
CPT0020120003
Tumor
-1.1
CPT0012370003
Tumor
-1.1
CPT0088900003
Tumor
-1.1
CPT0077490003
Tumor
-1.1
CPT0088630003
Tumor
-1.1
CPT0025050003
Tumor
-1.2
CPT0077320001
Normal
-1.2
CPT0001180009
Tumor
-1.2
CPT0079230003
Tumor
-1.2
CPT0009000003
Tumor
-1.2
CPT0014160003
Tumor
-1.2
CPT0086820003
Tumor
-1.2
CPT0012900004
Tumor
-1.2
CPT0001260009
Tumor
-1.2
CPT0012280003
Tumor
-1.3
CPT0081600003
Tumor
-1.3
CPT0092190003
Normal
-1.3
CPT0014450004
Tumor
-1.3
CPT0092290003
Tumor
-1.4
CPT0012550003
Tumor
-1.4
CPT0077310003
Tumor
-1.5
CPT0001540009
Tumor
-1.5
CPT0015910003
Tumor
-1.5
CPT0071150004
Tumor
-1.6
CPT0088550004
Tumor
-1.6
CPT0084560003
Tumor
-1.6
CPT0065690003
Tumor
-1.6
CPT0066480003
Tumor
-1.6
CPT0011240003
Tumor
-1.7
CPT0079410003
Tumor
-1.7
CPT0012670003
Tumor
-1.8
CPT0017850003
Tumor
-1.9
CPT0081880003
Tumor
-1.9
CPT0012080003
Tumor
-1.9
CPT0021240003
Tumor
-1.9
CPT0009060003
Tumor
-2.0
CPT0079180003
Tumor
-2.5
CPT0017410003
Tumor
-3.0
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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.