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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.
SMTNL2 is potential prognostic, high expression is favorable 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
1.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
36.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
4.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
3.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
2.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 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-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
SMTNL2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
83.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
79.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
69.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
50.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
47.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
47.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
45.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
39.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
38.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
38.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
37.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
37.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
36.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
36.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
36.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
34.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
33.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
32.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
32.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
31.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
31.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
30.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
28.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
28.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
28.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
27.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
27.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
26.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
26.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
26.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
26.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
26.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
25.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
25.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
25.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
25.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
25.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
24.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
24.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
24.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
24.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
24.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
23.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
23.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
23.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
23.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
22.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
22.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
21.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
21.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
21.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
21.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
20.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
20.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
20.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
20.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
19.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
19.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
19.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
19.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
18.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
18.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
17.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
17.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
16.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
16.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
15.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
15.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
15.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
14.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
14.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
13.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
13.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
13.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
12.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
12.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
12.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
12.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
12.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
12.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
12.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
11.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
11.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
11.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
11.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
11.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
11.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
11.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
11.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
10.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
10.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
10.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
10.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
9.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
9.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
9.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
9.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
8.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
8.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
8.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
8.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
8.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
8.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
8.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
8.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
7.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
7.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
7.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
7.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
7.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
7.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
7.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
7.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
6.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
6.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
6.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
6.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
6.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
6.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
6.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
6.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
6.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
5.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
5.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
5.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
5.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
5.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
5.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
4.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
4.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
4.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
4.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
4.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
4.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
4.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
4.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
4.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
4.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
3.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
3.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
3.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
3.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
3.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
3.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
3.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
3.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
3.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
3.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
3.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
3.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
3.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
3.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
2.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
2.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
2.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
2.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
2.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
2.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
2.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
2.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
2.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
2.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
2.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
2.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
2.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
2.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
1.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
1.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
0.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
0.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
0.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
0.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
0.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
0.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
0.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
0.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
0.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
0.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
0.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
0.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
0.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
0.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
0.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
0.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
0.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
0.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
0.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
0.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 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.
SMTNL2 is validated prognostic, high expression is favorable 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
15.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
79.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
58.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
48.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
42.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
40.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
34.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
34.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
33.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
31.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
30.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
30.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
29.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
29.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
28.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
28.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
24.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
23.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
23.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
22.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
19.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
19.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
17.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
17.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
16.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
14.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
10.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
10.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
10.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
9.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
9.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
8.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
7.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
7.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
5.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
5.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
5.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
5.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
5.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
4.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
4.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
3.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
3.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
3.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
3.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
2.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
2.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
2.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
2.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
2.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
0.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
0.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
0.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
0.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
0.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
0.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
0.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
0.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMTNL2 is potential prognostic, high expression is favorable 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
30.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
120.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
110.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
105.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
93.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
90.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
88.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
80.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
79.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
77.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
75.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
73.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
72.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
71.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
71.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
70.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
68.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
68.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
68.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
67.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
65.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
63.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
62.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
59.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
58.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
58.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
57.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
55.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
55.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
54.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
54.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
54.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
54.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
53.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
53.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
52.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
52.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
52.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
52.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
51.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
51.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
51.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
51.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
50.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
50.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
50.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
49.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
48.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
48.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
48.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
47.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
47.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
47.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
47.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
47.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
46.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
46.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
45.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
45.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
44.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
44.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
43.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
43.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
42.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
41.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
41.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
41.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
41.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
40.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
40.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
40.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
40.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
40.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
40.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
39.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
39.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
39.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
39.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
39.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
38.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
37.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
37.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
37.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
37.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
37.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
37.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
37.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
36.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
36.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
36.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
36.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
36.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
36.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
36.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
36.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
35.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
35.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
35.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
35.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
35.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
34.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
34.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
34.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
34.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
34.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
34.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
33.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
33.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
33.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
32.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
32.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
32.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
32.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
32.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
31.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
31.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
31.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
31.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
31.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
31.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
30.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
30.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
30.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
30.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
29.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
29.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
29.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
29.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
28.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
28.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
28.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
28.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
28.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
28.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
28.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
27.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
27.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
27.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
27.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
27.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
27.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
27.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
26.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
25.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
25.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
25.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
25.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
24.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
23.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
23.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
22.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
21.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
21.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
19.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
19.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
19.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
18.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
18.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
18.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
18.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
17.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
15.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
15.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
15.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
14.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
14.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
13.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
10.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
10.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
10.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
10.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
8.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
7.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
6.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
5.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
5.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
4.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
4.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
2.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
2.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
0.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088780001
Normal
1.3
CPT0006950001
Normal
1.0
CPT0001350001
Normal
1.0
CPT0086370003
Normal
0.9
CPT0014350001
Normal
0.9
CPT0023710001
Normal
0.9
CPT0089040001
Normal
0.9
CPT0078530001
Normal
0.9
CPT0012770003
Normal
0.9
CPT0092800003
Normal
0.8
CPT0025610001
Normal
0.8
CPT0065450001
Normal
0.8
CPT0012090003
Normal
0.8
CPT0088500001
Normal
0.8
CPT0079430001
Normal
0.8
CPT0079000001
Normal
0.8
CPT0075570001
Normal
0.8
CPT0063640001
Normal
0.8
CPT0088920001
Normal
0.8
CPT0020130001
Normal
0.8
CPT0078840001
Normal
0.7
CPT0002270011
Tumor
0.7
CPT0081620001
Normal
0.7
CPT0078670001
Normal
0.6
CPT0065820001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0006730001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0025060001
Normal
0.6
CPT0018250001
Normal
0.6
CPT0086890003
Normal
0.6
CPT0088710001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0092310003
Normal
0.6
CPT0001230001
Normal
0.6
CPT0019160001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0077500001
Normal
0.5
CPT0088570001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0088640003
Normal
0.5
CPT0024680001
Normal
0.5
CPT0009080003
Normal
0.5
CPT0023360001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0010170001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0026420001
Normal
0.5
CPT0000660001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0069010001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0020020001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0078940001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0075170001
Normal
0.4
CPT0088970003
Tumor
0.3
CPT0064400001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0025920001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0001270001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0066520001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0001510001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0014470001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0006630003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0084590001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0069190001
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0078930003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0012640003
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0012370003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0000780007
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0077110003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0019990003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0065930003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0088900003
Tumor
-0.6
CPT0077490003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0007320003
Tumor
-0.6
CPT0064370003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0025580004
Tumor
-0.7
CPT0065870003
Tumor
-0.7
CPT0009060003
Tumor
-0.7
CPT0075560003
Tumor
-0.7
CPT0000870016
Tumor
-0.8
CPT0025880003
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0092190003
Normal
-0.9
CPT0092730003
Tumor
-0.9
CPT0065690003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0025290003
Tumor
-0.9
CPT0001540009
Tumor
-0.9
CPT0010110003
Tumor
-0.9
CPT0011240003
Tumor
-0.9
CPT0020120003
Tumor
-0.9
CPT0078510003
Tumor
-0.9
CPT0009000003
Tumor
-0.9
CPT0014160003
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0088480003
Tumor
-1.0
CPT0088630003
Tumor
-1.0
CPT0078800003
Tumor
-1.0
CPT0092160003
Tumor
-1.0
CPT0081990003
Tumor
-1.1
CPT0012550003
Tumor
-1.1
CPT0069000003
Tumor
-1.1
CPT0017410003
Tumor
-1.1
CPT0088760003
Tumor
-1.1
CPT0010160003
Tumor
-1.1
CPT0025050003
Tumor
-1.2
CPT0084560003
Tumor
-1.2
CPT0025110003
Tumor
-1.2
CPT0001180009
Tumor
-1.2
CPT0001500009
Tumor
-1.2
CPT0011410003
Tumor
-1.3
CPT0086870003
Tumor
-1.4
CPT0092290003
Tumor
-1.4
CPT0086820003
Tumor
-1.4
CPT0021240003
Tumor
-1.4
CPT0079410003
Tumor
-1.4
CPT0012080003
Tumor
-1.4
CPT0081880003
Tumor
-1.4
CPT0069160003
Tumor
-1.4
CPT0079180003
Tumor
-1.5
CPT0086030003
Tumor
-1.5
CPT0075130003
Tumor
-1.5
CPT0081600003
Tumor
-1.5
CPT0015810003
Tumor
-1.5
CPT0092790003
Tumor
-1.6
CPT0017850003
Tumor
-1.6
CPT0012280003
Tumor
-1.7
CPT0079380003
Tumor
-1.7
CPT0088550004
Tumor
-1.8
CPT0024670003
Tumor
-1.8
CPT0079230003
Tumor
-1.8
CPT0086950003
Tumor
-1.9
CPT0001340003
Tumor
-1.9
CPT0025230003
Tumor
-2.0
CPT0063630003
Tumor
-2.1
CPT0012670003
Tumor
-2.1
CPT0023350003
Tumor
-2.1
CPT0012180003
Tumor
-2.1
CPT0078660003
Tumor
-2.2
CPT0002350011
Tumor
-2.2
CPT0088690003
Tumor
-2.2
CPT0085670003
Tumor
-2.9
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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
