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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.
NT5E 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
4.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
131.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
14.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
8.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
6.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
5.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
3.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
2.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
1.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NT5E 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
14.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
103.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
90.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
87.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
83.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
82.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
70.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
53.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
52.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
51.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
50.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
50.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
46.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
45.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
37.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
35.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
34.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
34.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
33.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
31.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
30.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
30.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
30.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
30.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
30.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
28.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
28.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
28.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
28.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
27.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
27.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
26.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
26.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
26.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
26.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
25.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
25.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
25.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
25.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
25.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
25.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
25.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
25.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
25.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
25.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
25.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
24.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
24.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
23.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
23.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
23.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
23.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
23.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
22.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
22.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
22.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
22.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
22.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
21.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
21.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
21.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
21.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
20.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
20.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
20.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
19.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
19.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
18.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
18.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
17.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
17.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
17.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
17.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
17.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
17.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
17.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
17.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
16.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
16.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
16.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
16.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
16.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
16.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
16.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
15.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
15.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
15.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
15.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
15.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
15.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
14.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
14.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
14.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
14.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
14.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
14.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
13.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
13.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
13.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
13.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
12.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
12.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
12.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
12.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
12.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
11.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
11.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
11.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
10.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
10.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
10.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
10.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
10.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
10.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
10.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
9.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
9.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
9.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
9.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
9.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
8.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
8.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
8.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
8.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
8.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
8.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
8.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
8.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
8.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
8.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
7.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
7.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
7.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
7.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
7.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
7.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
7.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
7.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
7.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
7.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
6.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
6.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
6.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
6.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
6.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
6.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
6.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
6.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
6.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
6.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
6.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
5.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
5.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
5.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
5.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
5.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
5.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
5.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
5.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
5.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
5.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
5.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
5.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
5.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
5.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
5.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
5.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
4.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
4.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
4.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
4.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
4.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
4.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
3.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
3.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
3.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
3.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
2.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
2.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
0.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NT5E 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
19.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
125.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
96.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
79.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
47.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
44.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
43.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
40.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
35.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
35.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
34.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
32.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
30.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
30.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
28.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
24.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
24.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
20.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
18.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
18.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
18.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
17.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
16.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
15.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
12.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
11.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
11.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
10.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
10.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
10.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
9.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
8.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
7.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
7.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
7.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
7.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
7.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
6.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
6.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
6.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
4.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
2.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NT5E 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
15.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
133.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
98.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
91.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
86.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
74.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
64.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
62.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
62.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
59.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
53.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
52.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
50.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
50.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
48.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
46.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
44.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
42.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
41.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
40.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
40.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
39.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
39.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
37.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
37.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
36.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
36.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
36.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
35.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
35.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
33.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
33.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
33.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
32.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
32.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
32.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
31.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
30.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
29.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
28.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
28.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
27.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
27.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
27.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
27.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
27.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
27.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
25.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
24.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
23.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
23.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
23.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
22.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
22.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
21.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
21.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
20.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
20.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
19.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
19.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
17.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
17.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
17.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
17.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
17.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
17.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
14.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
14.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
13.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
12.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
11.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
10.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
10.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
10.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
9.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
8.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
7.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
7.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
7.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
7.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
7.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
7.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
6.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
6.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
5.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
5.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
5.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
5.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
4.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
4.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
4.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
4.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
4.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
4.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
4.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
3.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
3.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
3.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
2.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001260009
Tumor
1.2
CPT0081990003
Tumor
1.2
CPT0066430001
Normal
0.9
CPT0063320003
Tumor
0.9
CPT0071150004
Tumor
0.8
CPT0009060003
Tumor
0.8
CPT0092730003
Tumor
0.8
CPT0025110003
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0077140001
Normal
0.7
CPT0069000003
Tumor
0.7
CPT0063630003
Tumor
0.7
CPT0084560003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0089020003
Tumor
0.7
CPT0075720003
Tumor
0.6
CPT0078930003
Tumor
0.6
CPT0079230003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0025350003
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0066480003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0092790003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0013790003
Normal
0.4
CPT0000780007
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0092740003
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0006530001
Normal
0.3
CPT0015810003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0065450001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0075560003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0086370003
Normal
0.1
CPT0086970003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0000870016
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0069010001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0088640003
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0081880003
Tumor
-0.2
CPT0006730001
Normal
-0.2
CPT0088500001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0010110003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0063330001
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0001340003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0019160001
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0017410003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0001550001
Normal
-0.4
CPT0012550003
Tumor
-0.4
CPT0088550004
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0086360003
Tumor
-0.4
CPT0086890003
Normal
-0.4
CPT0069190001
Normal
-0.4
CPT0075170001
Normal
-0.4
CPT0088690003
Tumor
-0.4
CPT0007320003
Tumor
-0.4
CPT0012570003
Normal
-0.5
CPT0001180009
Tumor
-0.5
CPT0012640003
Normal
-0.6
CPT0002270011
Tumor
-0.6
CPT0023350003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0079300001
Normal
-0.7
CPT0025050003
Tumor
-0.8
CPT0011410003
Tumor
-0.9
CPT0088970003
Tumor
-1.0
CPT0078800003
Tumor
-1.0
CPT0079180003
Tumor
-1.0
CPT0024670003
Tumor
-1.1
CPT0077110003
Tumor
-1.1
CPT0078660003
Tumor
-1.1
CPT0012180003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
