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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.
ZC3H7A 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
8.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
22.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
22.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
15.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
14.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
14.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
12.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
12.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
9.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
6.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
4.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
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.
ZC3H7A 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
16.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
47.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
41.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
40.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
38.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
38.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
37.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
37.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
36.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
34.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
33.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
32.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
31.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
31.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
30.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
30.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
30.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
30.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
30.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
30.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
30.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
29.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
29.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
29.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
29.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
29.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
28.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
28.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
28.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
28.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
28.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
28.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
28.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
27.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
27.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
27.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
27.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
27.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
27.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
27.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
27.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
26.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
26.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
26.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
26.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
26.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
26.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
25.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
25.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
25.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
25.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
24.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
24.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
24.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
24.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
24.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
24.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
24.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
24.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
24.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
24.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
24.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
23.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
23.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
23.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
23.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
23.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
23.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
23.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
22.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
22.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
22.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
22.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
22.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
22.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
21.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
21.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
21.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
21.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
21.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
21.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
21.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
21.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
21.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
20.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
20.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
20.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
20.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
20.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
20.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
20.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
20.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
20.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
19.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
19.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
19.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
19.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
19.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
19.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
18.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
18.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
18.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
18.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
18.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
18.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
18.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
18.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
18.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
18.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
18.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
17.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
17.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
16.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
16.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
16.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
15.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
15.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
14.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
14.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
13.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
13.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
12.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
12.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
12.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
11.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
11.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
11.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
10.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
8.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
7.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
7.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
6.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
5.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
3.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.3
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.
ZC3H7A 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
27.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
57.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
49.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
47.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
43.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
43.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
42.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
41.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
41.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
40.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
40.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
40.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
38.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
37.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
37.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
37.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
37.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
37.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
36.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
36.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
36.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
35.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
35.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
33.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
33.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
33.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
33.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
32.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
32.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
32.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
31.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
31.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
31.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
30.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
30.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
29.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
29.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
28.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
28.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
28.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
28.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
28.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
26.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
25.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
25.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
24.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
24.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
18.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
18.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
17.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
16.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
12.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZC3H7A 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
9.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
31.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
27.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
25.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
24.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
24.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
23.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
23.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
22.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
22.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
22.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
22.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
21.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
20.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
20.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
20.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
19.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
19.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
17.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
17.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
17.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
16.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
15.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
15.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
14.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
14.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
13.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
13.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
13.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
12.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
11.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
11.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
11.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
11.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
10.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
10.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
10.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
10.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
10.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
9.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
9.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
8.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
8.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
7.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
7.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
7.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
6.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
6.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
6.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
6.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
5.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
5.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
5.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
4.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
4.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
4.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
4.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
4.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
3.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
3.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
3.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
2.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0012180003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0079410003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0010110003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0086820003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0077490003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0088570001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0092310003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0079230003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0063330001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0076350001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0015910003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0065690003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0086030003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0078930003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0025170003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0066470004
Tumor
-0.5
CPT0078510003
Tumor
-0.5
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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.
The Human Protein Atlas project is funded
