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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.
RECQL is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
36.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
29.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
28.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
28.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
25.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
22.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
22.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
20.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
13.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
11.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
11.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
11.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
9.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
8.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
6.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
5.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
3.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.1
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.
RECQL 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
17.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
101.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
79.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
72.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
69.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
69.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
53.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
48.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
41.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
40.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
39.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
38.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
37.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
36.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
35.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
35.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
34.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
34.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
33.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
33.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
32.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
32.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
32.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
32.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
32.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
32.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
32.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
31.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
31.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
31.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
30.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
29.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
29.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
29.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
29.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
29.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
29.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
29.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
28.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
28.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
28.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
28.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
28.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
28.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
27.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
27.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
27.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
26.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
26.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
26.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
26.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
26.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
26.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
26.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
26.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
26.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
25.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
25.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
25.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
25.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
25.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
25.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
25.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
24.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
24.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
24.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
24.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
24.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
24.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
24.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
24.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
23.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
23.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
23.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
23.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
23.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
23.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
23.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
23.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
23.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
23.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
22.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
22.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
22.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
22.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
22.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
22.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
22.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
22.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
22.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
22.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
21.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
21.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
21.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
21.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
21.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
21.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
20.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
20.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
20.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
20.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
20.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
20.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
20.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
20.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
19.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
19.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
19.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
18.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
18.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
18.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
18.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
17.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
17.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
17.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
17.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
17.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
16.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
16.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
16.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
16.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
16.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
15.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
15.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
15.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
15.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
15.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
15.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
15.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
14.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
14.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
14.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
14.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
14.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
14.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
14.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
13.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
13.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
13.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
13.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
12.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
11.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
11.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
10.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
8.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
7.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
6.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
6.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
5.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.7
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.
RECQL 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
31.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
71.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
66.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
58.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
49.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
47.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
46.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
45.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
43.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
43.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
43.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
43.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
42.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
41.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
41.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
40.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
40.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
39.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
39.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
39.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
37.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
37.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
37.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
37.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
36.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
36.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
36.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
36.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
35.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
35.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
35.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
34.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
34.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
34.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
33.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
32.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
32.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
32.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
32.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
31.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
31.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
31.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
30.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
29.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
28.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
28.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
28.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
27.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
27.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
26.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
26.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
25.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
23.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
23.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
23.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
22.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
22.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
20.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
17.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
RECQL is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
57.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
54.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
53.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
47.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
47.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
46.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
45.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
41.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
41.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
40.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
37.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
36.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
36.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
36.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
35.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
34.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
34.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
34.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
34.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
33.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
32.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
31.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
31.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
31.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
30.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
30.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
30.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
29.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
29.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
28.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
28.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
28.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
28.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
27.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
27.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
27.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
27.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
26.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
26.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
26.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
26.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
25.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
25.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
24.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
24.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
24.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
24.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
24.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
24.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
23.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
23.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
23.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
23.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
23.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
23.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
23.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
22.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
22.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
21.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
21.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
21.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
21.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
21.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
20.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
20.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
20.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
20.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
20.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
20.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
19.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
19.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
18.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
18.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
18.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
18.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
16.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
16.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
14.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
14.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
14.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
14.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
13.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
12.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
12.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
11.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
11.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
11.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
10.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
10.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
10.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
8.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
7.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
5.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
5.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
3.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
2.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
2.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0014450004
Tumor
1.4
CPT0001340003
Tumor
1.0
CPT0024670003
Tumor
0.9
CPT0088550004
Tumor
0.9
CPT0017850003
Tumor
0.9
CPT0026410003
Tumor
0.8
CPT0088630003
Tumor
0.8
CPT0077110003
Tumor
0.8
CPT0079410003
Tumor
0.8
CPT0001180009
Tumor
0.8
CPT0014370004
Tumor
0.7
CPT0001540009
Tumor
0.7
CPT0012180003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0065690003
Tumor
0.7
CPT0012370003
Tumor
0.7
CPT0078990003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0012550003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0025350003
Tumor
0.6
CPT0065870003
Tumor
0.6
CPT0025580004
Tumor
0.6
CPT0017410003
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0000780007
Tumor
0.6
CPT0009060003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0075720003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0088760003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0069000003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0025230003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0021240003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0025170003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0014160003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0089460004
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0010120001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0078660003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0002370001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0006530001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0077500001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0069190001
Normal
-0.4
CPT0009020003
Normal
-0.4
CPT0075570001
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0079430001
Normal
-0.5
CPT0025060001
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0076350001
Normal
-0.5
CPT0000660001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0069010001
Normal
-0.5
CPT0014130001
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0092800003
Normal
-0.5
CPT0079180003
Tumor
-0.5
CPT0025610001
Normal
-0.5
CPT0088710001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0020020001
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0023710001
Normal
-0.6
CPT0017450001
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0079000001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0078840001
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0000790001
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0078940001
Normal
-0.6
CPT0006950001
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0089040001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0089480003
Normal
-0.6
CPT0012090003
Normal
-0.6
CPT0012570003
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0077140001
Normal
-0.7
CPT0009080003
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0088500001
Normal
-0.7
CPT0088780001
Normal
-0.7
CPT0006730001
Normal
-0.7
CPT0092740003
Normal
-0.7
CPT0065450001
Normal
-0.9
CPT0012770003
Normal
-0.9
CPT0086890003
Normal
-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
