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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.
ZDHHC5 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
42.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
123.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
115.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
97.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
93.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
87.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
80.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
80.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
75.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
69.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
66.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
66.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
60.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
59.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
58.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
57.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
55.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
55.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
54.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
53.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
51.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
50.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
49.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
47.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
47.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
47.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
44.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
41.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
38.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
38.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
38.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
37.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
37.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
37.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
37.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
36.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
36.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
35.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
35.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
32.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
29.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
28.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
27.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
26.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
26.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
25.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
24.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
24.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
21.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
15.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
11.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
ZDHHC5 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
78.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
68.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
64.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
63.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
63.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
63.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
60.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
60.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
59.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
58.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
58.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
57.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
57.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
57.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
55.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
54.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
54.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
53.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
53.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
53.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
53.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
53.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
52.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
52.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
51.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
51.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
51.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
51.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
50.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
50.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
50.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
50.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
50.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
50.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
50.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
50.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
50.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
50.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
49.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
49.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
49.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
49.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
49.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
49.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
49.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
48.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
48.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
48.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
47.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
47.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
47.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
47.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
47.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
47.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
47.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
46.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
46.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
46.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
46.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
46.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
45.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
45.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
45.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
45.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
45.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
45.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
45.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
44.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
44.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
44.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
44.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
44.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
43.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
43.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
43.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
43.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
43.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
43.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
43.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
42.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
42.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
42.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
42.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
42.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
42.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
42.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
41.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
41.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
41.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
41.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
41.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
41.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
41.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
41.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
41.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
40.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
40.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
40.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
40.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
40.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
40.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
40.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
40.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
40.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
40.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
40.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
40.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
39.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
39.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
39.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
39.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
39.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
39.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
39.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
39.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
39.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
39.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
39.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
39.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
39.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
39.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
39.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
39.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
39.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
38.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
38.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
38.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
38.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
38.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
38.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
38.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
38.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
38.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
38.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
38.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
38.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
38.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
38.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
38.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
37.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
37.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
37.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
37.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
37.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
37.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
37.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
37.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
37.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
37.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
37.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
36.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
36.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
36.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
36.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
36.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
36.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
36.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
36.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
36.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
36.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
36.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
36.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
36.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
36.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
36.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
36.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
36.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
35.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
35.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
35.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
35.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
35.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
35.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
35.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
35.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
35.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
35.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
34.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
34.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
34.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
34.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
34.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
34.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
34.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
34.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
34.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
34.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
34.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
34.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
34.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
34.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
34.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
33.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
33.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
33.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
33.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
33.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
33.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
33.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
33.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
33.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
33.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
33.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
33.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
33.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
32.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
32.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
32.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
32.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
32.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
32.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
32.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
32.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
31.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
31.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
31.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
31.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
31.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
31.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
30.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
30.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
30.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
30.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
30.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
30.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
30.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
30.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
30.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
30.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
30.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
30.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
29.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
29.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
29.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
29.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
29.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
29.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
29.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
29.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
29.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
29.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
29.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
29.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
29.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
29.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
29.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
28.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
28.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
28.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
28.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
28.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
28.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
28.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
27.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
27.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
27.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
27.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
27.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
27.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
27.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
27.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
27.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
26.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
26.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
26.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
26.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
26.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
26.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
26.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
25.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
25.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
25.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
25.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
25.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
25.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
25.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
25.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
25.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
25.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
24.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
24.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
24.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
24.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
24.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
24.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
24.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
23.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
23.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
23.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
23.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
23.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
23.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
23.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
22.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
22.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
22.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
21.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
21.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
21.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
20.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
19.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
18.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
18.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
18.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
17.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
16.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
16.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
15.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
15.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
13.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
13.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
11.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
11.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
9.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
7.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
0.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZDHHC5 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
37.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
70.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
67.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
63.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
62.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
61.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
55.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
54.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
52.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
50.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
50.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
50.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
50.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
48.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
46.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
46.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
45.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
45.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
45.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
44.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
44.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
44.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
44.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
44.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
43.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
43.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
43.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
42.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
42.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
42.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
42.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
41.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
41.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
41.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
40.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
40.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
40.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
40.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
40.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
39.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
39.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
39.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
39.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
39.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
38.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
37.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
37.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
37.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
37.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
36.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
36.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
35.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
33.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
33.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
31.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
31.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
30.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
30.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
30.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
29.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
27.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
26.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
22.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
21.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
11.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
ZDHHC5 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
124.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
105.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
98.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
90.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
87.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
86.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
82.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
80.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
77.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
77.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
76.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
76.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
75.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
72.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
68.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
68.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
67.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
65.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
65.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
65.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
63.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
63.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
63.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
63.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
62.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
62.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
60.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
60.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
60.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
60.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
59.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
59.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
57.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
57.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
56.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
55.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
54.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
53.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
52.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
52.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
52.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
52.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
51.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
51.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
50.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
50.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
49.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
49.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
49.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
49.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
49.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
49.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
48.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
48.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
47.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
47.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
47.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
46.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
46.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
45.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
45.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
44.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
44.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
44.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
43.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
43.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
43.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
42.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
42.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
41.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
40.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
40.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
40.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
40.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
40.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
39.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
39.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
38.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
38.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
38.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
36.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
36.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
36.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
36.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
35.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
34.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
34.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
34.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
34.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
34.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
33.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
33.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
32.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
32.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
32.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
32.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
31.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
31.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
31.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
31.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
30.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
30.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
29.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
29.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
28.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
28.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
28.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
28.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
27.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
27.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
27.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
26.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
26.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
26.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
26.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
26.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
25.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
25.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
24.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
24.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
24.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
23.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
23.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
22.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
21.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
21.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
21.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
21.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
21.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
20.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
20.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
20.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
20.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
19.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
18.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
18.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
18.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
18.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
17.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
15.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
15.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
13.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
13.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
12.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
12.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
10.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
4.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
2.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
0.7
CPT0078800003
Tumor
0.7
CPT0066430001
Normal
0.7
CPT0092740003
Normal
0.5
CPT0001350001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0065450001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0023360001
Normal
0.4
CPT0077140001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0088480003
Tumor
0.4
CPT0006950001
Normal
0.4
CPT0020130001
Normal
0.4
CPT0075570001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0010170001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0025920001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0065430003
Tumor
0.3
CPT0020020001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0014160003
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0088780001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0065750003
Tumor
0.3
CPT0079430001
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0006730001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0092730003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0001230001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0075170001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0086370003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0089020003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0081620001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0019130003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0063630003
Tumor
-0.2
CPT0012370003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0012570003
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0079270003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0088970003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0012920003
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0025290003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0019990003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0081600003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0077110003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0009020003
Normal
-0.4
CPT0024680001
Normal
-0.5
CPT0012180003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0023690003
Tumor
-0.5
CPT0088690003
Tumor
-0.5
CPT0025110003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0024670003
Tumor
-0.6
CPT0009000003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0065930003
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0086870003
Tumor
-0.8
CPT0011240003
Tumor
-1.0
CPT0012900004
Tumor
-1.1
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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
