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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.
SEC14L6 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
33.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
24.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
8.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
0.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
SEC14L6 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
21.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
115.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
97.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
85.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
77.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
72.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
70.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
65.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
60.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
56.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
56.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
55.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
53.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
51.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
51.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
49.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
49.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
48.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
48.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
48.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
48.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
47.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
47.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
46.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
46.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
46.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
45.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
45.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
45.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
44.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
44.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
44.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
44.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
43.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
43.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
42.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
42.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
42.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
42.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
42.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
42.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
41.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
41.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
40.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
40.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
40.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
40.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
40.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
40.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
39.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
39.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
38.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
38.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
38.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
38.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
37.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
37.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
37.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
37.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
36.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
36.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
36.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
36.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
35.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
35.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
35.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
35.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
35.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
35.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
34.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
34.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
34.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
34.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
34.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
34.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
33.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
33.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
33.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
33.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
33.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
33.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
32.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
32.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
32.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
32.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
32.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
32.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
32.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
32.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
31.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
31.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
31.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
31.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
31.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
31.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
31.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
30.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
30.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
30.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
30.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
30.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
30.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
30.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
30.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
30.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
30.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
29.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
29.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
29.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
29.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
29.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
29.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
29.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
29.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
29.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
29.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
29.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
28.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
28.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
28.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
28.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
27.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
27.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
27.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
27.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
27.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
27.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
26.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
26.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
26.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
26.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
26.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
26.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
26.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
26.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
26.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
26.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
26.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
26.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
26.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
25.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
25.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
25.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
25.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
24.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
24.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
24.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
24.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
24.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
24.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
24.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
23.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
23.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
23.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
23.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
23.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
23.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
22.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
22.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
22.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
22.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
22.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
22.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
21.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
21.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
21.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
21.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
21.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
20.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
20.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
20.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
20.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
20.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
20.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
19.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
19.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
19.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
19.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
19.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
18.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
18.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
18.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
18.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
18.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
18.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
17.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
17.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
17.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
17.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
17.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
17.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
16.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
16.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
15.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
15.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
15.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
15.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
15.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
14.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
13.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
12.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
12.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
12.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
12.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
12.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
11.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
10.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
10.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
9.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
9.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
9.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
9.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
9.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
8.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
8.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
7.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
7.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
6.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
6.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
6.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
6.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
5.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
5.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
5.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
4.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
3.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
2.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
2.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SEC14L6 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
29.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
77.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
72.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
68.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
66.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
65.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
64.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
63.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
61.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
60.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
60.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
57.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
55.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
54.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
48.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
48.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
46.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
43.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
40.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
40.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
37.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
35.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
35.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
35.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
35.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
34.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
33.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
32.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
32.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
30.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
30.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
29.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
29.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
29.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
29.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
28.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
26.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
25.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
25.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
23.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
22.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
20.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
20.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
19.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
19.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
17.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
17.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
14.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
8.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
8.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
6.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SEC14L6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
117.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
64.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
62.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
62.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
54.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
51.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
48.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
47.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
47.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
46.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
45.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
45.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
42.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
42.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
42.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
42.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
42.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
41.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
40.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
38.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
37.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
37.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
36.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
34.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
34.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
34.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
33.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
33.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
33.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
32.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
32.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
32.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
32.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
31.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
31.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
30.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
30.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
30.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
30.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
29.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
29.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
29.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
28.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
28.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
27.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
27.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
27.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
27.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
26.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
25.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
25.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
25.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
24.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
24.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
24.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
23.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
23.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
23.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
23.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
22.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
22.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
22.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
21.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
21.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
21.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
20.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
20.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
20.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
20.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
19.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
19.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
18.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
18.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
17.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
17.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
16.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
16.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
15.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
13.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
12.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
12.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
11.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
10.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
10.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
9.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
7.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
6.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
6.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
4.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
3.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
3.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
