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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.
STX4 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
22.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
64.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
61.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
53.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
40.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
37.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
36.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
34.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
34.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
31.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
31.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
30.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
28.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
27.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
25.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
25.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
24.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
24.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
23.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
22.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
21.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
21.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
21.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
20.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
20.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
20.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
19.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
19.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
19.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
17.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
17.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
17.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
15.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
14.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
12.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
STX4 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
43.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
124.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
79.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
77.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
75.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
74.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
73.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
73.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
71.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
71.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
71.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
71.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
71.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
71.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
70.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
69.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
68.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
68.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
68.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
67.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
66.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
66.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
65.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
65.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
65.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
65.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
64.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
63.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
63.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
62.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
62.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
61.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
61.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
60.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
60.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
60.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
60.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
60.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
60.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
60.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
59.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
59.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
59.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
59.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
59.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
58.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
58.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
58.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
58.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
58.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
58.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
58.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
57.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
57.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
57.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
57.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
57.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
57.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
57.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
57.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
56.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
56.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
56.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
56.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
56.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
56.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
56.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
55.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
55.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
55.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
55.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
55.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
55.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
55.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
55.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
55.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
54.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
54.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
54.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
54.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
54.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
54.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
54.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
54.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
54.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
53.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
53.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
53.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
53.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
53.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
53.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
53.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
53.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
53.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
53.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
53.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
52.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
52.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
52.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
52.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
52.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
52.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
52.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
52.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
52.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
51.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
51.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
51.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
51.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
51.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
51.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
51.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
51.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
51.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
51.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
51.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
51.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
51.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
51.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
51.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
51.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
51.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
50.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
50.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
50.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
50.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
50.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
50.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
50.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
50.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
50.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
50.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
50.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
50.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
49.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
49.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
49.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
49.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
49.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
49.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
49.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
49.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
49.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
49.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
49.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
49.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
49.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
49.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
49.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
49.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
49.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
49.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
49.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
49.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
49.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
49.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
49.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
48.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
48.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
48.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
48.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
48.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
48.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
48.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
48.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
48.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
48.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
48.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
48.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
48.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
47.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
47.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
47.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
47.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
47.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
47.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
47.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
47.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
47.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
47.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
47.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
47.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
47.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
46.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
46.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
46.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
46.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
46.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
46.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
46.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
46.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
46.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
46.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
46.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
46.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
46.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
46.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
46.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
46.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
46.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
46.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
46.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
46.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
46.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
46.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
46.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
46.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
46.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
46.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
45.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
45.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
45.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
45.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
45.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
45.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
45.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
45.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
45.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
45.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
45.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
45.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
45.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
45.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
45.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
45.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
45.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
45.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
45.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
45.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
45.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
45.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
44.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
44.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
44.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
44.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
44.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
44.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
44.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
44.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
44.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
44.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
44.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
44.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
44.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
44.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
44.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
44.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
44.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
44.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
43.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
43.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
43.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
43.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
43.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
43.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
43.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
43.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
43.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
43.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
43.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
43.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
43.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
43.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
43.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
43.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
43.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
43.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
42.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
42.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
42.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
42.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
42.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
42.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
42.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
42.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
42.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
42.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
42.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
42.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
42.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
42.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
42.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
42.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
42.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
41.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
41.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
41.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
41.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
41.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
41.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
41.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
41.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
41.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
41.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
41.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
41.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
41.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
40.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
40.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
40.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
40.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
40.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
40.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
40.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
40.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
40.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
40.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
40.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
40.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
40.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
40.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
40.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
40.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
40.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
40.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
40.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
40.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
40.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
40.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
39.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
39.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
39.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
39.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
39.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
39.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
39.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
39.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
39.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
39.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
39.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
39.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
39.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
38.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
38.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
38.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
38.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
38.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
38.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
38.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
38.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
38.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
38.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
38.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
38.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
38.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
38.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
38.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
37.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
37.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
37.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
37.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
37.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
37.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
37.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
37.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
37.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
37.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
37.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
37.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
37.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
37.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
36.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
36.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
36.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
36.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
36.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
36.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
36.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
36.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
36.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
36.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
36.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
36.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
36.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
36.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
36.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
36.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
35.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
35.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
35.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
35.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
35.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
34.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
34.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
34.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
34.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
34.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
34.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
34.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
34.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
34.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
34.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
34.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
33.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
33.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
33.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
33.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
33.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
33.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
33.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
33.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
33.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
33.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
33.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
32.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
32.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
32.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
32.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
32.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
32.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
32.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
32.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
31.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
31.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
31.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
31.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
31.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
31.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
31.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
31.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
30.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
30.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
30.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
30.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
29.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
29.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
29.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
29.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
29.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
28.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
28.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
27.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
27.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
27.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
26.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
25.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
25.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
21.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
21.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
20.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
18.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
17.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
15.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
14.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
5.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
STX4 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
51.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
89.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
81.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
79.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
78.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
78.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
76.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
72.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
71.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
70.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
69.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
67.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
67.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
66.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
65.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
65.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
64.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
64.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
62.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
62.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
61.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
61.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
61.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
60.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
59.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
59.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
59.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
58.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
58.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
55.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
55.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
54.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
54.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
54.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
53.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
53.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
53.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
52.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
52.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
51.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
51.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
51.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
49.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
49.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
49.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
49.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
49.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
48.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
48.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
48.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
48.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
48.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
47.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
47.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
46.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
46.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
46.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
45.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
45.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
45.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
45.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
44.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
44.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
44.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
44.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
44.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
44.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
44.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
43.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
43.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
43.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
42.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
41.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
41.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
40.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
40.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
39.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
38.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
38.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
37.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
37.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
37.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
37.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
36.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
35.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
34.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
34.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
33.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
STX4 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
48.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
121.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
120.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
115.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
106.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
104.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
102.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
101.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
98.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
95.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
94.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
93.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
90.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
87.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
87.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
86.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
84.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
80.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
78.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
77.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
77.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
75.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
74.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
74.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
72.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
72.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
72.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
71.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
71.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
71.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
70.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
70.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
70.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
69.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
69.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
69.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
69.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
68.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
68.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
68.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
67.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
67.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
67.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
67.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
67.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
66.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
66.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
66.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
65.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
65.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
65.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
64.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
64.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
64.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
64.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
63.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
63.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
62.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
62.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
62.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
62.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
62.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
61.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
61.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
61.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
60.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
60.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
60.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
60.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
60.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
59.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
59.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
59.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
59.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
58.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
58.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
58.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
57.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
57.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
57.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
56.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
56.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
56.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
56.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
55.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
55.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
55.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
55.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
55.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
55.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
55.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
55.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
54.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
54.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
52.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
52.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
52.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
52.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
52.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
52.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
52.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
52.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
52.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
51.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
51.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
51.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
51.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
51.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
51.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
51.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
51.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
51.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
51.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
51.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
50.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
50.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
50.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
50.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
49.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
49.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
49.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
49.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
49.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
49.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
48.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
48.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
48.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
48.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
48.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
48.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
47.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
47.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
47.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
47.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
47.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
47.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
47.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
47.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
47.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
47.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
47.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
46.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
46.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
46.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
46.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
46.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
46.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
46.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
46.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
46.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
46.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
45.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
45.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
45.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
45.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
45.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
45.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
45.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
44.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
44.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
44.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
44.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
43.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
43.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
43.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
43.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
42.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
42.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
42.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
42.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
41.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
41.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
41.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
41.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
41.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
40.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
40.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
40.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
40.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
40.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
40.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
40.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
39.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
39.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
39.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
39.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
39.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
38.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
38.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
38.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
38.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
38.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
38.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
38.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
38.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
38.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
38.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
37.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
37.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
37.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
37.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
37.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
37.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
37.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
37.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
36.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
36.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
36.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
36.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
35.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
34.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
34.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
34.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
34.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
34.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
33.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
33.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
32.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
32.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
32.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
32.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
32.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
31.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
31.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
31.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
31.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
30.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
29.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
29.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
29.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
28.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
28.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
28.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
28.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
27.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
26.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
26.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
26.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
25.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
24.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
24.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
23.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
22.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
22.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
21.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
20.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
18.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
10.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.8
CPT0081880003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0014160003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0066430001
Normal
0.5
CPT0024670003
Tumor
0.5
CPT0065450001
Normal
0.5
CPT0092740003
Normal
0.4
CPT0025580004
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0000790001
Normal
0.4
CPT0069000003
Tumor
0.4
CPT0026420001
Normal
0.4
CPT0025230003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0088710001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0086950003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0079270003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0089480003
Normal
0.3
CPT0025290003
Tumor
0.3
CPT0078840001
Normal
0.3
CPT0001510001
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0012770003
Normal
0.1
CPT0082010001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0006730001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0086360003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0085670003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0001260009
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0012550003
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0001540009
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0025110003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0017450001
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0066470004
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0001340003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0069160003
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0081990003
Tumor
-0.4
CPT0017410003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0075170001
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0075560003
Tumor
-0.5
CPT0092190003
Normal
-0.6
CPT0011240003
Tumor
-0.6
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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
