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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.
ZNF320 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
9.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
25.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
23.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
22.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
16.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
14.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
13.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
13.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
12.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
11.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
10.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
6.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
4.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
4.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
ZNF320 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
19.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
84.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
80.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
73.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
72.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
71.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
68.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
63.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
61.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
61.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
61.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
60.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
59.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
58.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
58.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
57.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
56.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
55.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
53.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
52.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
50.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
49.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
49.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
47.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
47.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
46.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
46.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
45.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
44.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
44.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
44.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
44.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
44.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
43.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
43.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
43.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
43.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
42.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
41.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
41.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
41.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
41.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
40.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
40.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
40.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
40.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
40.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
39.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
39.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
38.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
38.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
37.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
37.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
36.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
36.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
36.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
35.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
34.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
34.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
34.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
34.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
34.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
34.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
34.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
33.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
33.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
33.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
33.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
32.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
32.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
32.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
32.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
32.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
31.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
31.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
31.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
31.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
31.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
31.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
30.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
30.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
30.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
30.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
30.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
29.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
29.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
29.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
29.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
29.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
28.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
28.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
28.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
28.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
28.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
28.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
28.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
27.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
26.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
26.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
26.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
25.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
25.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
25.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
25.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
25.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
25.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
25.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
25.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
25.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
25.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
24.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
24.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
24.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
24.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
24.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
23.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
23.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
23.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
23.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
23.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
22.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
22.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
22.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
22.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
22.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
22.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
21.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
21.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
21.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
21.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
21.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
21.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
21.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
20.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
20.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
20.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
20.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
19.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
18.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
18.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
18.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
18.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
18.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
17.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
17.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
17.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
16.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
16.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
16.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
15.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
15.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
15.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
15.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
15.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
15.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
15.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
14.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
14.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
13.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
13.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
13.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
12.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
12.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
11.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
11.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
10.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
10.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
10.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
10.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
9.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
9.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
9.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
8.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
8.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
8.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
8.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
8.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
7.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
7.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
7.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
7.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
7.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
7.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
7.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
6.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
6.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
6.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
5.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
5.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
5.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
5.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
5.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
5.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
5.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
4.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
4.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
4.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
3.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 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.
ZNF320 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
84.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
84.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
77.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
70.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
56.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
55.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
55.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
55.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
53.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
49.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
47.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
47.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
46.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
45.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
44.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
42.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
42.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
39.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
39.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
39.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
38.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
37.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
35.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
35.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
35.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
33.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
33.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
31.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
31.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
30.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
30.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
30.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
29.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
27.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
27.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
26.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
25.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
24.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
21.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
17.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
17.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
15.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
11.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
11.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
7.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
7.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
4.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
ZNF320 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
16.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
145.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
118.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
60.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
57.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
45.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
43.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
42.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
40.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
40.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
39.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
39.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
38.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
36.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
36.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
36.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
35.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
35.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
35.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
34.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
34.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
34.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
33.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
33.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
33.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
32.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
32.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
31.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
31.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
30.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
30.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
29.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
29.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
29.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
28.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
28.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
27.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
27.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
27.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
26.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
26.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
26.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
25.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
25.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
24.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
24.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
24.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
24.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
23.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
22.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
22.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
21.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
21.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
21.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
21.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
21.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
20.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
20.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
20.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
20.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
19.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
19.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
19.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
19.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
19.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
19.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
18.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
18.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
18.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
18.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
18.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
17.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
17.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
17.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
16.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
16.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
16.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
15.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
15.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
14.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
14.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
13.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
13.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
13.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
12.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
12.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
12.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
11.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
11.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
10.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
10.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
9.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
8.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
8.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
7.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
7.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
7.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
6.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
6.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
6.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
5.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
5.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
3.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
3.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
2.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
0.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
