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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.
PIEZO1 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
13.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
133.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
46.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
38.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
29.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
28.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
26.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
24.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
21.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
20.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
20.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
18.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
18.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
16.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
16.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
15.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
12.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
12.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
6.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 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.
PIEZO1 is not prognostic 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
27.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
189.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
102.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
94.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
93.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
84.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
77.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
74.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
74.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
73.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
66.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
65.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
65.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
64.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
64.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
62.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
59.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
59.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
59.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
58.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
56.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
55.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
55.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
53.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
53.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
52.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
52.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
50.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
50.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
50.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
50.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
49.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
47.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
47.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
47.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
47.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
47.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
47.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
47.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
47.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
47.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
47.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
47.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
46.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
46.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
46.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
46.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
46.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
45.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
45.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
44.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
44.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
44.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
43.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
42.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
42.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
42.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
42.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
41.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
41.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
41.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
41.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
41.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
41.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
41.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
40.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
40.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
40.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
40.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
40.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
39.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
39.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
39.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
39.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
39.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
39.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
39.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
39.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
39.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
38.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
38.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
38.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
38.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
37.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
37.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
37.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
37.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
37.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
37.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
36.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
36.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
36.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
36.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
36.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
36.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
36.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
36.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
36.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
36.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
35.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
35.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
35.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
35.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
35.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
35.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
35.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
34.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
34.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
34.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
34.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
34.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
34.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
34.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
34.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
33.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
33.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
33.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
33.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
33.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
33.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
33.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
33.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
33.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
32.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
32.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
32.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
32.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
32.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
31.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
31.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
31.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
31.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
31.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
31.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
31.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
31.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
31.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
31.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
31.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
31.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
31.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
30.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
30.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
30.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
30.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
30.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
30.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
30.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
30.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
30.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
29.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
29.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
29.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
29.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
29.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
29.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
29.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
29.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
29.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
29.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
29.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
29.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
29.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
29.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
29.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
29.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
29.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
28.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
28.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
28.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
28.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
28.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
28.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
28.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
28.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
28.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
28.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
28.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
27.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
27.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
27.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
27.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
27.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
27.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
27.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
27.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
27.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
27.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
27.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
27.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
27.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
27.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
27.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
27.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
27.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
27.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
26.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
26.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
26.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
26.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
26.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
26.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
26.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
26.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
26.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
26.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
26.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
26.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
26.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
26.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
26.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
25.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
25.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
25.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
25.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
25.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
24.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
24.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
24.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
24.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
24.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
24.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
23.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
23.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
23.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
22.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
22.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
22.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
22.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
22.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
22.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
22.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
22.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
22.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
22.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
21.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
21.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
21.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
21.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
21.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
21.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
20.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
20.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
20.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
20.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
20.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
20.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
19.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
19.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
19.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
19.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
19.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
19.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
18.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
18.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
18.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
18.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
18.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
17.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
17.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
17.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
16.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
16.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
16.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
16.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
11.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
11.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
6.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
3.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
PIEZO1 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
32.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
78.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
73.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
59.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
57.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
55.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
55.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
54.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
52.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
52.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
52.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
51.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
48.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
47.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
47.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
46.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
44.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
44.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
43.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
43.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
41.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
40.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
39.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
38.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
37.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
37.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
37.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
36.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
36.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
36.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
34.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
34.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
34.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
32.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
31.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
31.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
31.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
31.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
31.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
31.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
30.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
30.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
29.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
29.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
29.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
29.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
29.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
27.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
27.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
27.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
27.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
27.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
27.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
26.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
26.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
25.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
22.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
21.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
20.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
17.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
13.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
10.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
PIEZO1 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
23.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
112.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
109.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
75.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
73.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
70.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
70.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
69.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
68.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
67.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
65.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
63.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
63.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
62.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
61.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
57.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
57.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
56.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
55.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
54.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
53.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
52.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
51.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
50.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
50.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
50.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
49.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
48.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
48.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
47.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
46.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
44.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
44.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
43.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
43.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
42.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
42.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
41.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
41.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
41.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
39.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
38.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
38.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
38.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
38.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
37.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
37.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
35.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
35.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
34.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
34.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
34.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
33.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
33.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
33.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
33.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
32.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
31.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
31.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
31.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
30.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
30.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
29.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
29.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
29.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
29.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
29.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
28.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
28.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
28.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
28.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
27.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
26.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
26.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
26.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
26.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
26.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
26.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
25.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
25.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
24.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
24.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
24.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
24.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
24.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
24.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
24.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
24.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
23.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
23.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
23.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
23.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
22.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
22.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
21.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
21.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
21.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
21.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
20.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
20.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
20.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
19.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
19.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
19.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
18.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
18.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
18.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
17.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
17.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
16.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
16.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
16.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
15.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
15.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
15.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
14.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
13.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
12.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
12.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
12.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
11.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
11.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
9.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
9.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
9.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
9.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
9.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
8.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
7.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
7.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
7.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
6.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
6.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
5.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
5.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
5.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
2.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
1.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
1.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
2.2
CPT0086950003
Tumor
1.4
CPT0092290003
Tumor
0.9
CPT0086030003
Tumor
0.9
CPT0081880003
Tumor
0.9
CPT0089460004
Tumor
0.8
CPT0092730003
Tumor
0.8
CPT0025290003
Tumor
0.8
CPT0014160003
Tumor
0.7
CPT0006630003
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0006900003
Tumor
0.7
CPT0092790003
Tumor
0.6
CPT0064370003
Tumor
0.6
CPT0089020003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0012280003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0078930003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0079380003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0000780007
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0019130003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0088710001
Normal
0.3
CPT0001190001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0077490003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0009000003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0020120003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0065930003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0065450001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0065810003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0092310003
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0081620001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0012080003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0017450001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0014130001
Normal
-0.3
CPT0012370003
Tumor
-0.3
CPT0013790003
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0012770003
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0078800003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0010120001
Normal
-0.3
CPT0026420001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0077110003
Tumor
-0.4
CPT0069010001
Normal
-0.4
CPT0088690003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0064400001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0075570001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0001550001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0007870001
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0009060003
Tumor
-0.5
CPT0012670003
Tumor
-0.5
CPT0025610001
Normal
-0.5
CPT0002270011
Tumor
-0.5
CPT0009020003
Normal
-0.5
CPT0015910003
Tumor
-0.5
CPT0011240003
Tumor
-0.5
CPT0088920001
Normal
-0.5
CPT0081990003
Tumor
-0.5
CPT0018250001
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0076350001
Normal
-0.6
CPT0088550004
Tumor
-0.6
CPT0009080003
Normal
-0.7
CPT0012090003
Normal
-0.7
CPT0017410003
Tumor
-0.7
CPT0001230001
Normal
-0.7
CPT0079180003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0014470001
Normal
-0.8
CPT0078670001
Normal
-0.8
CPT0012640003
Normal
-0.8
CPT0002370001
Normal
-1.0
CPT0079300001
Normal
-1.0
CPT0088970003
Tumor
-1.1
CPT0078660003
Tumor
-1.4
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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
