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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.
PIP4K2C 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
47.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
157.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
102.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
97.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
90.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
89.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
86.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
81.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
78.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
77.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
76.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
69.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
64.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
63.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
61.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
60.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
58.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
58.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
56.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
55.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
53.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
53.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
52.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
48.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
46.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
45.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
44.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
43.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
43.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
43.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
42.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
42.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
39.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
39.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
37.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
37.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
37.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
36.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
35.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
35.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
34.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
33.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
32.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
32.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
32.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
32.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
31.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
30.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
28.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
24.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
22.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
PIP4K2C 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
15.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
48.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
47.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
45.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
37.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
37.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
37.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
36.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
35.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
33.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
32.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
32.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
32.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
32.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
31.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
31.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
29.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
29.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
29.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
29.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
29.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
28.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
28.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
28.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
28.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
28.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
28.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
28.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
27.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
27.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
27.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
26.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
25.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
25.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
25.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
25.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
25.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
24.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
23.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
23.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
22.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
22.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
22.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
22.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
22.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
22.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
22.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
22.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
21.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
21.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
21.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
20.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
20.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
20.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
20.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
20.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
20.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
20.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
19.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
19.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
19.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
19.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
19.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
19.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
18.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
18.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
18.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
18.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
18.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
18.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
18.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
17.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
17.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
17.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
17.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
17.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
17.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
17.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
16.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
16.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
16.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
15.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
15.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
15.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
15.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
15.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
15.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
15.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
15.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
15.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
14.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
14.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
14.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
14.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
14.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
14.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
14.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
13.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
13.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
13.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
13.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
13.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
13.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
13.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
12.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
12.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
12.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
12.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
12.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
11.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
11.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
11.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
11.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
9.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
9.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
7.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
7.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
6.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
6.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
PIP4K2C is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
36.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
28.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
27.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
25.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
24.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
23.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
23.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
22.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
21.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
21.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
21.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
20.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
20.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
19.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
19.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
19.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
18.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
18.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
18.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
17.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
17.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
17.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
17.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
17.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
16.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
15.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
15.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
14.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
14.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
12.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIP4K2C 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
28.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
173.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
118.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
106.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
97.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
80.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
79.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
70.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
67.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
64.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
61.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
58.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
58.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
56.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
56.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
55.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
54.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
54.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
54.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
53.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
52.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
51.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
51.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
50.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
50.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
49.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
48.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
47.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
47.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
44.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
44.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
43.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
43.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
42.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
42.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
42.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
42.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
41.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
41.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
40.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
40.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
40.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
39.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
39.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
39.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
38.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
38.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
38.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
38.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
38.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
37.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
37.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
37.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
37.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
37.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
37.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
36.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
36.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
36.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
36.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
36.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
36.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
36.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
36.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
36.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
35.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
35.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
35.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
35.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
35.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
35.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
35.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
34.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
34.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
34.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
34.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
33.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
33.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
33.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
33.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
33.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
32.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
32.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
32.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
32.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
32.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
32.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
32.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
32.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
32.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
31.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
31.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
31.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
31.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
31.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
30.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
30.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
30.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
30.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
29.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
29.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
29.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
29.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
29.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
28.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
28.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
28.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
28.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
28.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
27.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
27.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
27.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
27.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
27.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
27.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
27.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
26.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
26.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
26.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
26.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
26.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
26.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
25.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
25.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
25.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
24.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
24.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
24.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
24.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
24.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
23.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
23.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
23.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
23.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
23.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
22.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
22.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
22.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
21.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
21.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
20.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
20.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
20.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
19.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
19.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
18.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
18.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
17.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
17.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
16.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
15.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
15.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
12.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
10.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
9.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
8.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.2
CPT0078660003
Tumor
0.8
CPT0025610001
Normal
0.6
CPT0012770003
Normal
0.6
CPT0012570003
Normal
0.6
CPT0079300001
Normal
0.6
CPT0009080003
Normal
0.6
CPT0078940001
Normal
0.6
CPT0012640003
Normal
0.5
CPT0086890003
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0001190001
Normal
0.5
CPT0063330001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0065450001
Normal
0.5
CPT0088640003
Normal
0.5
CPT0002370001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0025920001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0079000001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0088780001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0082010001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0007870001
Normal
0.4
CPT0078840001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0006730001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0089480003
Normal
0.4
CPT0012090003
Normal
0.4
CPT0012920003
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0077140001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0079510001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0092740003
Normal
0.4
CPT0069010001
Normal
0.4
CPT0086830003
Normal
0.4
CPT0000790001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0076350001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0013790003
Normal
0.3
CPT0001550001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0086970003
Normal
0.3
CPT0078670001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0020020001
Normal
0.3
CPT0001510001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0010120001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0075570001
Normal
0.3
CPT0088570001
Normal
0.3
CPT0001230001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0065820001
Normal
0.1
CPT0012900004
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0014450004
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0065930003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0079410003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0025580004
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0086950003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0081990003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0086870003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0019990003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0088900003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0001340003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0089020003
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0075130003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0002350011
Tumor
-0.6
CPT0001260009
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0015910003
Tumor
-0.8
CPT0000640003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
