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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.
TLK2 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
11.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
25.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
24.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
24.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
22.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
21.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
17.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
13.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
13.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
13.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
12.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
11.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
11.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
9.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
8.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
5.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
2.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLK2 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
15.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
33.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
31.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
30.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
30.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
29.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
29.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
28.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
28.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
28.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
28.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
28.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
28.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
27.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
27.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
26.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
26.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
26.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
25.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
25.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
25.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
25.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
24.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
24.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
24.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
24.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
24.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
23.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
23.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
23.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
23.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
23.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
23.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
23.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
23.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
22.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
22.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
22.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
21.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
21.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
21.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
21.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
21.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
21.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
20.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
20.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
20.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
20.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
20.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
20.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
20.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
19.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
19.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
19.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
19.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
19.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
19.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
19.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
19.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
19.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
18.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
18.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
18.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
18.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
18.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
18.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
18.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
18.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
18.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
18.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
18.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
18.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
17.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
17.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
17.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
17.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
17.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
16.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
16.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
16.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
16.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
16.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
16.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
16.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
16.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
16.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
16.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
15.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
15.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
15.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
15.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
15.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
15.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
14.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
14.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
14.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
14.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
13.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
13.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
12.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
12.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
12.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
12.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
12.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
11.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
10.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
10.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
9.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
9.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
9.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
7.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
6.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
6.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
6.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLK2 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
23.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
46.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
36.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
35.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
34.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
34.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
34.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
33.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
33.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
32.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
32.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
32.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
32.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
31.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
31.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
30.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
30.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
29.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
29.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
27.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
27.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
27.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
27.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
26.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
26.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
25.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
25.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
25.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
25.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
24.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
24.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
24.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
23.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
23.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
22.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
22.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
22.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
21.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
20.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
19.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
17.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
15.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
13.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
13.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.3
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.
TLK2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
50.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
48.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
46.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
45.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
43.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
42.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
41.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
41.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
41.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
40.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
39.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
39.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
37.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
35.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
34.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
34.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
32.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
32.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
30.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
30.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
29.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
29.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
29.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
28.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
28.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
27.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
27.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
27.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
27.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
26.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
26.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
25.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
25.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
25.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
24.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
24.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
24.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
23.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
23.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
23.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
23.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
23.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
23.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
23.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
22.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
22.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
22.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
21.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
21.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
20.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
20.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
20.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
20.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
20.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
20.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
19.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
19.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
18.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
18.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
17.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
17.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
17.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
16.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
16.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
16.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
16.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
15.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
14.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
14.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
14.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
14.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
14.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
12.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
12.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
11.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
11.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
10.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
7.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
7.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
7.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
6.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
6.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
4.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
3.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
2.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
1.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065750003
Tumor
0.9
CPT0086030003
Tumor
0.8
CPT0015730003
Tumor
0.8
CPT0069160003
Tumor
0.7
CPT0012180003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0088550004
Tumor
0.4
CPT0020120003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0079380003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0007870001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0065930003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0092310003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0025880003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0088920001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0078940001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0089020003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0078510003
Tumor
-0.3
CPT0079430001
Normal
-0.3
CPT0002270011
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
