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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.
MFSD12 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
40.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
147.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
143.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
125.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
108.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
87.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
82.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
80.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
65.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
64.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
62.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
61.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
59.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
58.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
58.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
56.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
50.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
50.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
48.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
47.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
45.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
45.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
41.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
38.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
37.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
35.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
34.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
34.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
33.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
31.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
30.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
30.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
28.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
28.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
28.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
27.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
26.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
26.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
24.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
24.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
22.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
21.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
20.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
20.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
19.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
18.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
17.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
15.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 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.
MFSD12 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
135.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
132.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
111.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
107.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
98.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
96.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
94.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
92.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
92.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
91.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
88.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
81.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
81.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
81.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
80.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
78.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
75.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
74.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
74.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
72.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
72.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
71.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
70.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
70.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
70.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
70.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
70.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
69.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
68.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
67.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
67.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
67.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
67.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
65.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
65.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
65.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
65.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
64.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
64.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
64.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
64.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
64.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
64.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
63.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
63.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
63.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
63.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
62.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
62.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
62.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
62.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
62.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
61.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
61.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
61.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
60.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
60.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
60.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
60.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
59.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
59.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
58.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
58.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
58.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
58.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
58.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
58.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
58.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
57.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
57.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
57.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
57.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
57.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
56.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
56.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
56.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
55.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
55.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
54.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
54.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
54.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
54.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
54.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
54.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
53.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
53.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
53.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
53.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
53.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
53.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
53.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
53.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
53.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
52.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
52.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
52.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
52.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
52.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
51.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
51.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
51.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
51.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
51.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
51.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
50.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
50.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
50.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
50.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
50.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
50.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
50.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
49.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
49.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
49.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
49.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
49.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
49.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
48.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
48.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
48.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
48.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
48.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
48.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
48.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
47.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
47.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
47.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
47.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
47.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
47.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
47.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
47.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
47.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
47.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
46.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
46.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
46.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
46.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
46.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
46.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
46.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
46.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
46.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
46.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
46.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
46.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
46.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
45.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
45.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
45.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
45.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
45.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
45.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
44.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
44.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
44.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
44.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
44.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
44.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
44.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
44.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
44.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
44.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
44.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
43.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
43.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
43.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
43.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
43.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
43.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
43.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
43.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
43.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
43.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
42.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
42.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
42.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
42.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
42.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
42.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
42.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
42.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
42.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
42.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
42.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
42.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
42.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
42.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
41.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
41.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
41.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
41.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
41.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
41.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
41.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
41.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
41.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
41.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
40.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
40.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
40.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
40.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
40.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
40.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
40.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
40.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
40.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
40.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
40.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
40.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
40.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
40.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
40.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
40.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
39.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
39.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
39.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
39.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
39.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
39.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
39.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
39.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
39.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
39.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
39.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
39.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
39.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
39.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
39.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
38.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
38.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
38.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
38.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
38.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
38.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
38.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
38.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
38.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
38.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
38.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
37.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
37.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
37.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
37.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
37.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
37.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
37.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
36.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
36.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
36.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
36.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
36.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
36.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
36.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
36.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
36.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
36.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
36.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
35.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
35.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
35.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
35.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
35.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
35.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
35.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
35.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
35.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
35.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
35.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
35.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
35.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
35.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
35.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
35.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
34.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
34.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
34.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
34.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
34.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
34.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
34.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
34.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
34.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
34.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
34.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
33.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
33.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
33.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
33.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
33.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
33.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
33.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
33.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
33.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
33.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
32.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
32.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
32.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
32.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
32.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
32.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
32.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
31.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
31.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
31.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
31.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
31.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
31.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
31.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
31.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
31.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
30.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
30.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
30.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
30.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
30.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
30.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
29.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
29.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
29.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
29.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
29.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
29.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
29.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
29.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
29.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
29.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
28.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
28.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
28.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
28.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
28.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
28.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
28.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
28.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
28.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
27.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
27.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
27.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
27.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
27.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
27.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
27.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
27.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
27.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
27.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
27.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
26.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
26.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
26.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
26.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
26.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
26.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
26.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
26.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
26.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
26.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
26.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
26.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
25.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
25.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
25.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
25.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
24.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
24.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
24.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
24.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
24.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
24.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
24.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
24.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
24.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
24.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
23.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
23.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
23.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
23.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
22.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
22.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
22.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
21.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
21.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
20.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
20.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
20.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
20.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
20.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
20.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
19.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
19.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
18.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
18.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
17.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
17.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
16.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
16.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
15.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
15.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
14.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.0
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.
MFSD12 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
51.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
114.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
113.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
98.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
96.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
91.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
90.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
86.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
80.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
77.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
77.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
76.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
74.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
73.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
72.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
72.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
70.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
69.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
69.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
65.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
65.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
63.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
62.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
62.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
62.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
62.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
62.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
60.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
58.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
57.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
56.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
56.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
56.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
56.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
54.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
54.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
54.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
52.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
52.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
51.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
51.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
50.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
50.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
50.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
50.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
50.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
50.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
49.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
49.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
49.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
49.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
48.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
48.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
48.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
47.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
45.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
45.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
45.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
44.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
44.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
43.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
42.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
41.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
40.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
40.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
40.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
40.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
40.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
39.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
38.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
37.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
36.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
36.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
34.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
32.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
31.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
31.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
30.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
29.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
28.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
25.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
22.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
21.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
19.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
MFSD12 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
81.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
486.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
471.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
459.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
451.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
438.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
415.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
400.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
333.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
315.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
315.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
299.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
258.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
257.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
241.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
237.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
231.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
222.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
200.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
189.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
184.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
180.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
175.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
175.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
174.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
173.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
173.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
172.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
167.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
164.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
162.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
152.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
151.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
145.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
133.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
126.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
125.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
120.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
119.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
119.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
107.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
105.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
104.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
102.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
100.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
99.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
98.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
98.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
97.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
96.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
96.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
95.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
94.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
93.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
93.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
91.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
90.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
90.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
89.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
89.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
87.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
87.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
86.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
86.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
83.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
82.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
82.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
81.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
80.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
80.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
80.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
80.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
80.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
79.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
79.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
79.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
78.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
78.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
77.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
77.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
77.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
77.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
76.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
76.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
75.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
75.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
74.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
74.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
74.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
74.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
73.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
73.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
72.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
72.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
72.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
71.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
70.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
70.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
69.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
69.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
68.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
68.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
68.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
67.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
67.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
66.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
66.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
66.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
66.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
66.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
66.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
65.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
65.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
65.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
65.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
65.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
65.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
65.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
65.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
65.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
65.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
64.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
64.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
64.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
63.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
63.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
63.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
63.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
62.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
62.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
62.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
62.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
62.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
62.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
61.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
61.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
61.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
60.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
60.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
60.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
60.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
60.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
60.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
59.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
58.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
58.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
58.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
58.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
57.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
57.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
57.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
57.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
57.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
57.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
57.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
57.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
56.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
56.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
56.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
56.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
55.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
55.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
55.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
55.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
54.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
53.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
53.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
53.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
53.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
52.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
52.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
52.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
51.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
51.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
51.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
50.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
50.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
50.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
50.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
49.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
49.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
49.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
49.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
48.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
48.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
48.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
48.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
47.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
47.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
47.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
47.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
47.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
47.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
47.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
46.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
46.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
46.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
46.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
46.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
46.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
46.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
46.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
45.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
45.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
45.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
44.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
44.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
44.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
44.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
44.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
43.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
43.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
43.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
43.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
43.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
42.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
42.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
42.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
42.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
42.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
42.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
41.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
41.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
41.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
41.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
41.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
40.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
40.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
40.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
40.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
40.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
40.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
40.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
39.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
39.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
38.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
38.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
38.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
38.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
37.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
37.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
37.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
36.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
36.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
35.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
34.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
33.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
31.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
30.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
29.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
28.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
27.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
27.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
26.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
26.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
24.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
24.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
23.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
22.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
22.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
19.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
18.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
18.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
15.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.9
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
