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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.
MET 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
58.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
239.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
170.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
146.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
109.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
106.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
105.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
100.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
96.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
96.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
96.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
95.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
85.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
84.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
82.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
77.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
74.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
73.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
72.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
70.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
70.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
65.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
64.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
63.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
61.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
60.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
59.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
59.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
56.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
55.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
54.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
54.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
51.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
50.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
48.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
47.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
47.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
47.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
46.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
41.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
41.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
38.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
37.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
36.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
34.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
33.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
31.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
29.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
27.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
26.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
26.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
26.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
25.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
24.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
17.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
17.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
MET 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
56.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
343.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
317.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
243.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
234.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
220.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
217.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
208.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
205.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
186.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
169.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
164.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
156.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
150.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
150.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
149.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
149.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
142.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
138.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
134.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
131.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
130.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
129.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
128.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
126.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
126.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
126.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
123.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
121.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
117.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
117.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
113.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
113.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
111.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
110.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
109.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
107.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
107.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
107.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
106.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
105.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
105.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
104.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
103.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
102.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
102.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
101.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
101.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
101.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
100.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
100.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
100.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
100.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
99.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
98.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
98.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
98.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
97.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
97.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
94.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
94.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
93.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
93.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
92.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
91.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
91.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
90.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
90.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
90.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
89.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
89.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
87.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
87.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
86.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
86.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
86.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
84.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
84.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
83.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
83.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
83.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
83.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
82.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
82.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
82.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
81.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
81.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
80.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
80.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
79.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
79.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
78.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
78.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
76.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
76.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
76.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
75.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
75.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
75.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
75.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
75.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
75.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
74.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
74.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
73.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
73.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
73.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
72.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
72.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
72.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
72.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
72.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
72.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
72.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
72.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
72.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
71.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
71.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
71.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
71.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
71.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
71.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
70.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
70.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
70.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
70.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
70.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
69.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
69.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
69.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
69.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
68.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
68.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
68.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
68.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
68.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
67.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
67.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
67.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
66.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
65.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
65.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
65.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
65.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
65.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
65.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
65.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
65.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
65.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
65.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
64.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
64.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
64.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
64.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
64.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
64.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
64.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
63.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
63.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
63.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
63.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
63.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
63.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
63.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
63.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
62.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
62.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
62.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
62.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
61.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
61.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
61.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
61.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
60.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
60.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
60.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
60.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
60.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
60.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
59.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
59.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
59.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
59.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
59.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
59.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
59.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
58.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
58.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
58.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
58.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
58.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
58.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
57.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
57.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
57.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
56.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
56.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
56.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
56.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
56.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
56.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
56.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
56.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
56.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
55.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
55.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
55.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
55.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
55.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
55.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
55.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
54.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
54.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
54.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
54.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
54.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
54.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
54.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
54.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
54.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
53.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
53.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
53.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
53.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
53.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
53.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
52.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
52.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
52.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
52.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
52.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
52.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
51.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
51.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
51.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
51.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
51.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
51.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
51.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
51.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
51.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
50.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
50.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
50.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
50.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
50.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
50.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
50.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
50.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
49.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
49.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
49.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
49.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
49.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
49.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
49.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
49.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
49.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
48.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
48.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
48.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
48.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
48.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
48.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
48.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
48.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
48.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
47.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
47.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
47.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
47.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
47.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
46.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
46.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
46.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
46.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
46.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
45.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
45.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
45.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
45.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
45.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
45.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
45.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
45.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
45.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
45.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
45.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
44.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
44.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
44.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
44.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
44.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
44.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
44.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
44.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
43.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
43.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
43.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
43.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
43.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
43.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
43.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
43.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
42.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
42.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
42.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
41.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
41.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
41.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
41.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
41.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
41.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
41.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
41.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
41.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
41.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
40.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
40.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
40.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
40.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
40.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
40.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
40.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
40.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
40.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
39.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
39.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
39.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
39.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
39.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
39.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
39.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
39.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
38.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
38.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
38.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
38.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
37.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
37.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
37.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
37.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
37.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
37.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
37.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
37.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
37.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
36.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
36.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
36.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
35.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
35.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
35.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
35.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
35.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
35.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
35.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
35.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
35.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
34.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
34.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
34.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
34.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
34.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
34.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
34.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
34.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
34.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
34.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
33.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
33.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
33.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
33.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
33.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
33.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
33.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
33.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
32.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
32.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
32.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
32.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
31.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
31.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
31.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
31.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
31.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
30.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
30.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
30.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
30.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
30.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
30.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
30.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
30.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
30.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
29.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
29.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
29.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
29.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
29.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
29.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
29.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
28.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
28.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
28.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
28.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
28.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
27.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
27.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
27.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
27.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
27.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
26.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
26.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
26.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
26.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
25.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
25.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
25.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
24.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
24.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
23.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
23.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
23.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
22.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
22.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
21.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
21.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
20.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
19.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
18.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
17.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
17.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
14.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
13.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
13.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
7.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
4.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 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.
MET 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
81.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
216.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
158.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
155.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
151.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
149.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
143.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
132.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
131.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
127.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
126.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
124.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
120.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
120.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
119.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
119.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
117.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
117.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
114.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
113.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
111.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
111.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
108.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
107.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
106.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
101.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
99.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
99.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
99.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
99.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
98.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
97.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
97.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
97.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
95.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
94.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
93.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
90.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
89.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
89.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
88.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
88.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
86.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
83.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
83.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
83.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
83.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
81.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
81.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
80.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
79.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
79.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
78.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
78.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
76.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
75.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
74.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
74.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
72.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
71.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
70.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
70.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
68.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
68.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
67.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
66.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
66.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
65.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
64.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
63.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
63.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
63.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
62.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
61.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
59.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
56.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
55.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
54.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
54.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
53.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
48.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
44.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
43.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
43.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
40.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
39.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
37.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
37.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
35.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
33.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
32.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MET 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
107.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
561.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
557.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
544.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
540.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
495.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
457.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
394.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
384.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
351.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
342.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
327.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
319.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
312.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
303.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
280.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
275.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
268.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
262.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
260.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
258.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
252.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
246.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
237.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
237.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
237.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
234.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
230.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
224.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
221.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
219.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
219.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
212.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
211.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
209.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
201.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
200.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
198.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
198.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
195.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
178.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
177.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
177.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
174.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
170.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
169.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
169.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
166.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
166.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
162.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
159.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
159.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
157.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
155.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
155.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
154.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
153.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
153.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
153.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
152.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
152.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
148.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
140.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
137.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
137.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
135.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
135.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
134.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
134.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
133.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
133.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
133.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
132.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
130.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
129.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
127.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
127.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
125.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
125.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
124.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
123.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
123.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
123.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
121.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
121.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
120.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
120.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
118.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
118.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
118.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
118.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
115.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
115.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
114.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
113.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
113.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
113.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
111.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
111.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
109.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
108.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
108.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
107.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
106.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
105.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
105.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
102.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
101.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
101.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
100.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
99.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
98.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
98.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
97.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
97.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
96.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
96.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
95.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
95.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
94.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
94.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
93.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
93.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
92.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
91.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
90.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
90.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
89.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
88.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
85.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
84.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
83.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
83.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
81.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
81.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
81.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
80.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
79.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
78.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
78.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
77.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
77.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
76.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
76.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
76.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
75.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
75.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
75.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
74.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
74.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
74.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
73.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
73.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
73.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
72.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
71.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
70.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
70.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
70.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
70.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
69.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
69.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
68.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
67.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
66.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
66.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
66.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
65.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
65.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
64.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
64.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
64.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
63.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
63.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
62.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
61.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
61.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
60.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
60.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
60.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
59.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
59.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
58.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
58.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
57.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
57.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
56.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
56.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
55.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
55.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
55.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
55.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
54.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
52.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
52.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
52.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
52.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
51.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
50.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
50.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
50.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
49.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
48.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
48.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
47.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
47.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
46.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
46.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
46.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
45.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
45.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
45.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
44.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
44.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
44.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
43.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
43.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
43.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
42.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
42.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
41.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
40.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
40.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
40.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
40.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
38.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
38.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
38.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
37.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
35.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
35.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
34.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
33.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
33.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
32.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
31.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
31.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
31.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
31.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
31.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
30.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
29.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
29.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
29.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
28.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
28.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
28.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
28.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
27.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
26.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
26.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
23.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
23.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
23.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
23.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
21.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
21.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
19.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
18.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
18.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
18.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
17.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
14.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
2.9
CPT0012280003
Tumor
2.5
CPT0084560003
Tumor
2.1
CPT0023350003
Tumor
1.5
CPT0011410003
Tumor
1.4
CPT0012550003
Tumor
1.3
CPT0088480003
Tumor
1.3
CPT0001500009
Tumor
1.2
CPT0075130003
Tumor
1.2
CPT0086820003
Tumor
1.1
CPT0015810003
Tumor
1.0
CPT0081880003
Tumor
1.0
CPT0086950003
Tumor
1.0
CPT0065430003
Tumor
0.9
CPT0014450004
Tumor
0.9
CPT0079410003
Tumor
0.9
CPT0007320003
Tumor
0.9
CPT0010110003
Tumor
0.8
CPT0063630003
Tumor
0.8
CPT0078800003
Tumor
0.8
CPT0020120003
Tumor
0.8
CPT0001220008
Tumor
0.7
CPT0086360003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0026410003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0024670003
Tumor
0.6
CPT0019130003
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0009000003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0025580004
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0078990003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0007860003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0081600003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0021240003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0015910003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0010160003
Tumor
-0.3
CPT0012090003
Normal
-0.3
CPT0088760003
Tumor
-0.4
CPT0075170001
Normal
-0.4
CPT0002270011
Tumor
-0.4
CPT0063640001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0012900004
Tumor
-0.4
CPT0088690003
Tumor
-0.5
CPT0012290003
Normal
-0.5
CPT0001270001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0018250001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0088500001
Normal
-0.5
CPT0001340003
Tumor
-0.5
CPT0076350001
Normal
-0.6
CPT0088710001
Normal
-0.6
CPT0066520001
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0069160003
Tumor
-0.6
CPT0088920001
Normal
-0.6
CPT0092800003
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0069190001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0086830003
Normal
-0.7
CPT0006730001
Normal
-0.7
CPT0000660001
Normal
-0.7
CPT0063330001
Normal
-0.7
CPT0065820001
Normal
-0.7
CPT0014350001
Normal
-0.7
CPT0082010001
Normal
-0.7
CPT0000790001
Normal
-0.7
CPT0079510001
Normal
-0.7
CPT0077500001
Normal
-0.7
CPT0007470001
Normal
-0.7
CPT0077140001
Normal
-0.7
CPT0010120001
Normal
-0.7
CPT0023360001
Normal
-0.7
CPT0087050003
Normal
-0.7
CPT0001550001
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0075570001
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0001510001
Normal
-0.7
CPT0078940001
Normal
-0.7
CPT0088640003
Normal
-0.7
CPT0092190003
Normal
-0.7
CPT0013790003
Normal
-0.7
CPT0089480003
Normal
-0.7
CPT0086970003
Normal
-0.7
CPT0006530001
Normal
-0.8
CPT0024680001
Normal
-0.8
CPT0020130001
Normal
-0.8
CPT0023710001
Normal
-0.8
CPT0078840001
Normal
-0.8
CPT0012920003
Normal
-0.8
CPT0088570001
Normal
-0.8
CPT0079430001
Normal
-0.8
CPT0009020003
Normal
-0.8
CPT0092310003
Normal
-0.8
CPT0009080003
Normal
-0.8
CPT0020020001
Normal
-0.8
CPT0066430001
Normal
-0.8
CPT0066470004
Tumor
-0.8
CPT0086370003
Normal
-0.8
CPT0025060001
Normal
-0.9
CPT0081620001
Normal
-0.9
CPT0017450001
Normal
-0.9
CPT0002370001
Normal
-0.9
CPT0010170001
Normal
-0.9
CPT0014130001
Normal
-0.9
CPT0006950001
Normal
-0.9
CPT0025920001
Normal
-0.9
CPT0014470001
Normal
-0.9
CPT0025610001
Normal
-0.9
CPT0079000001
Normal
-0.9
CPT0012570003
Normal
-0.9
CPT0086890003
Normal
-0.9
CPT0088780001
Normal
-0.9
CPT0001230001
Normal
-1.0
CPT0064400001
Normal
-1.0
CPT0079300001
Normal
-1.0
CPT0007870001
Normal
-1.0
CPT0092740003
Normal
-1.2
CPT0088550004
Tumor
-1.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
