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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.
MLKL 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
3.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
10.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
10.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
6.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
5.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
4.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
MLKL is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
30.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
26.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
25.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
24.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
23.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
23.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
22.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
22.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
20.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
20.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
20.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
19.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
19.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
19.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
19.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
19.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
19.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
19.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
18.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
18.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
18.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
18.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
18.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
18.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
17.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
17.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
17.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
16.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
15.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
15.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
15.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
15.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
15.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
14.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
14.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
14.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
14.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
14.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
14.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
14.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
13.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
13.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
13.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
13.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
13.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
12.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
12.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
12.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
12.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
12.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
11.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
11.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
11.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
11.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
11.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
11.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
11.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
11.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
10.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
10.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
10.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
9.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
9.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
9.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
9.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
9.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
9.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
9.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
8.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
8.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
8.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
8.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
8.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
8.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
7.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
7.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.8
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-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
7.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
7.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
7.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
7.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
7.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
7.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
6.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
6.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
6.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
6.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
6.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
5.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
5.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
5.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
5.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
5.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
5.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
4.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
4.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
4.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
4.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
4.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
3.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
3.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
2.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
2.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MLKL is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
28.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
26.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
23.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
23.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
22.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
20.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
20.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
19.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
19.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
19.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
18.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
17.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
16.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
15.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
15.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
15.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
14.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
14.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
14.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
14.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
12.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
12.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
12.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
11.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
10.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
9.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
9.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
7.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
6.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
5.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
4.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
4.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
MLKL 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
9.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
80.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
37.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
37.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
32.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
32.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
31.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
27.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
27.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
24.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
23.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
19.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
19.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
18.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
17.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
17.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
16.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
16.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
15.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
15.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
14.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
14.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
14.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
12.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
12.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
12.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
11.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
11.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
10.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
10.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
10.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
10.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
10.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
10.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
9.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
9.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
9.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
9.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
9.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
9.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
9.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
9.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
9.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
8.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
8.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
8.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
8.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
8.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
8.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
8.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
7.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
7.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
7.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
7.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
7.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
7.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
7.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
7.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
6.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
6.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
6.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
6.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
6.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
6.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
5.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
5.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
5.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
4.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
4.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
4.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
4.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
4.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
4.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
4.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
4.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
4.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
4.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
4.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
4.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
3.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
3.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
3.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
3.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
3.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
3.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
2.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.3
CPT0017410003
Tumor
1.3
CPT0009060003
Tumor
1.2
CPT0012180003
Tumor
1.1
CPT0079410003
Tumor
1.0
CPT0000640003
Tumor
1.0
CPT0026410003
Tumor
1.0
CPT0065810003
Tumor
0.9
CPT0077490003
Tumor
0.9
CPT0001180009
Tumor
0.9
CPT0063630003
Tumor
0.9
CPT0077110003
Tumor
0.9
CPT0086870003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0078830003
Tumor
0.8
CPT0007860003
Tumor
0.8
CPT0025880003
Tumor
0.8
CPT0085670003
Tumor
0.8
CPT0006440003
Tumor
0.8
CPT0078800003
Tumor
0.7
CPT0084560003
Tumor
0.7
CPT0012370003
Tumor
0.7
CPT0001540009
Tumor
0.7
CPT0014160003
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0024670003
Tumor
0.7
CPT0010110003
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0071150004
Tumor
0.7
CPT0014450004
Tumor
0.7
CPT0092160003
Tumor
0.6
CPT0023350003
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0000870016
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0079380003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0088630003
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0076330003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0086950003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0075720003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0025110003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0015730003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0020120003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0023690003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0025290003
Tumor
-0.2
CPT0069190001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0011410003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0012290003
Normal
-0.4
CPT0019160001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0079300001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0006530001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0025920001
Normal
-0.5
CPT0001270001
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0065820001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0079430001
Normal
-0.6
CPT0001550001
Normal
-0.6
CPT0075570001
Normal
-0.6
CPT0088480003
Tumor
-0.7
CPT0025060001
Normal
-0.7
CPT0001510001
Normal
-0.7
CPT0078660003
Tumor
-0.7
CPT0088970003
Tumor
-0.7
CPT0012090003
Normal
-0.7
CPT0069010001
Normal
-0.7
CPT0065450001
Normal
-0.7
CPT0009080003
Normal
-0.7
CPT0086370003
Normal
-0.8
CPT0087050003
Normal
-0.8
CPT0002370001
Normal
-0.8
CPT0086890003
Normal
-0.8
CPT0014130001
Normal
-0.8
CPT0006950001
Normal
-0.8
CPT0023360001
Normal
-0.8
CPT0088640003
Normal
-0.8
CPT0081620001
Normal
-0.8
CPT0064400001
Normal
-0.8
CPT0014350001
Normal
-0.9
CPT0001230001
Normal
-0.9
CPT0089040001
Normal
-0.9
CPT0086830003
Normal
-0.9
CPT0012570003
Normal
-0.9
CPT0026420001
Normal
-0.9
CPT0013790003
Normal
-0.9
CPT0007470001
Normal
-0.9
CPT0092800003
Normal
-0.9
CPT0024680001
Normal
-0.9
CPT0076350001
Normal
-0.9
CPT0000790001
Normal
-0.9
CPT0078940001
Normal
-0.9
CPT0079510001
Normal
-0.9
CPT0078670001
Normal
-0.9
CPT0088920001
Normal
-0.9
CPT0000660001
Normal
-0.9
CPT0020020001
Normal
-0.9
CPT0007870001
Normal
-1.0
CPT0088710001
Normal
-1.0
CPT0020130001
Normal
-1.0
CPT0002270011
Tumor
-1.0
CPT0025610001
Normal
-1.0
CPT0089480003
Normal
-1.0
CPT0006730001
Normal
-1.0
CPT0086970003
Normal
-1.0
CPT0092310003
Normal
-1.0
CPT0088780001
Normal
-1.0
CPT0079000001
Normal
-1.1
CPT0001350001
Normal
-1.1
CPT0077500001
Normal
-1.1
CPT0010170001
Normal
-1.1
CPT0077140001
Normal
-1.1
CPT0078840001
Normal
-1.1
CPT0066430001
Normal
-1.2
CPT0012770003
Normal
-1.3
CPT0092740003
Normal
-1.3
CPT0079180003
Tumor
-1.3
CPT0088500001
Normal
-1.3
CPT0023710001
Normal
-1.5
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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
