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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.
ZHX3 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
12.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
59.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
42.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
40.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
40.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
35.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
34.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
31.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
27.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
24.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
23.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
22.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
22.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
19.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
17.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
16.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
16.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
15.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
14.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
12.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
10.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
7.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
3.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 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.
ZHX3 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
11.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
35.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
34.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
33.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
27.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
26.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
26.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
25.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
25.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
25.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
25.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
24.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
24.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
23.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
23.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
22.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
22.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
22.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
20.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
20.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
19.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
19.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
19.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
19.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
18.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
18.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
18.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
18.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
18.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
18.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
17.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
17.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
17.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
16.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
16.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
16.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
16.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
15.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
15.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
14.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
14.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
14.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
14.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
14.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
13.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
13.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
13.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
12.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
12.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
12.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
12.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
11.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
11.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
11.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
11.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
11.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
11.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
11.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
10.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
10.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
10.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
10.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
9.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
9.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
9.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
9.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
9.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
8.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
8.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
8.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
8.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
8.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
8.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
8.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
8.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
8.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
8.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
8.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
7.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
7.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
7.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
7.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
7.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
7.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
7.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
7.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
6.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
6.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
6.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
6.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
6.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
6.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
6.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
6.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
6.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
6.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
6.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
6.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
5.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
5.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
5.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
5.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
5.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
4.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
4.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
4.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
4.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
4.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
4.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
3.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
3.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZHX3 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
15.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
41.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
30.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
30.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
29.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
28.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
25.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
25.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
25.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
25.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
22.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
21.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
21.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
20.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
13.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
13.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
13.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
13.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
12.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
12.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
11.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
11.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
11.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
10.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
10.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
10.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
10.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
10.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
9.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
9.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
9.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
8.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
7.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
5.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
5.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
ZHX3 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
16.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
79.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
70.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
65.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
63.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
56.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
54.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
50.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
46.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
44.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
43.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
41.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
40.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
38.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
38.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
37.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
36.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
36.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
36.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
35.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
34.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
34.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
34.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
33.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
33.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
32.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
32.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
32.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
30.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
29.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
29.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
29.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
26.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
26.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
26.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
26.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
26.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
26.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
25.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
25.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
24.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
24.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
23.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
23.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
23.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
22.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
22.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
22.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
22.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
22.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
21.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
21.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
21.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
20.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
19.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
19.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
19.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
19.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
18.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
18.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
18.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
17.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
16.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
16.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
16.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
16.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
16.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
16.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
15.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
15.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
14.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
14.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
14.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
14.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
14.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
14.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
13.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
12.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
12.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
12.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
12.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
11.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
11.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
10.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
9.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
9.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
9.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
8.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
8.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
7.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
7.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
7.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
7.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
7.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
7.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
7.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
7.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
7.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
6.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
6.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
6.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
5.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
4.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012370003
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0012640003
Normal
0.6
CPT0001230001
Normal
0.5
CPT0002270011
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0009080003
Normal
0.4
CPT0012920003
Normal
0.4
CPT0009020003
Normal
0.4
CPT0065450001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0078830003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0002370001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0024680001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0064370003
Tumor
0.3
CPT0019160001
Normal
0.3
CPT0024670003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0014350001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0001550001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0064400001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0079430001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0078670001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0020020001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0013790003
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0086970003
Normal
0.1
CPT0012290003
Normal
0.1
CPT0006950001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0006730001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0065750003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0006630003
Tumor
-0.2
CPT0088570001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0010110003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0079380003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0000640003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0065930003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0086030003
Tumor
-0.5
CPT0001340003
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0078660003
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0081880003
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0079180003
Tumor
-0.7
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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
