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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.
MMP24OS 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
94.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
357.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
233.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
179.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
164.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
158.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
156.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
151.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
143.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
142.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
134.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
126.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
124.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
123.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
122.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
119.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
118.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
117.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
116.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
113.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
111.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
111.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
111.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
108.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
107.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
99.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
98.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
90.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
87.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
87.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
86.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
85.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
85.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
82.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
80.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
80.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
79.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
79.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
79.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
78.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
78.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
76.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
74.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
71.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
70.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
68.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
67.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
67.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
66.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
64.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
63.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
59.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
59.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
57.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
54.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
51.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
50.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
47.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
46.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
37.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
MMP24OS 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
51.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
217.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
178.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
140.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
137.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
124.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
122.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
122.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
109.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
108.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
106.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
104.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
102.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
101.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
100.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
98.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
98.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
98.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
96.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
95.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
94.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
93.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
93.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
93.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
92.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
90.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
90.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
89.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
88.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
87.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
86.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
86.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
86.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
85.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
83.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
83.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
82.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
82.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
82.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
81.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
81.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
81.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
80.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
80.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
80.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
79.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
79.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
79.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
78.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
78.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
78.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
78.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
78.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
78.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
78.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
77.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
77.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
77.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
76.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
76.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
75.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
75.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
75.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
75.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
74.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
74.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
73.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
73.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
73.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
73.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
72.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
72.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
72.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
72.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
71.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
71.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
71.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
71.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
70.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
70.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
70.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
69.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
69.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
69.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
69.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
69.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
69.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
68.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
68.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
68.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
68.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
68.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
68.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
68.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
67.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
67.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
67.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
67.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
67.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
66.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
66.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
66.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
66.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
66.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
66.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
66.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
65.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
65.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
65.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
65.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
65.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
65.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
65.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
65.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
65.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
65.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
64.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
64.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
64.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
64.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
64.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
64.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
63.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
63.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
63.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
63.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
63.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
63.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
62.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
62.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
62.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
62.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
62.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
62.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
62.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
62.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
62.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
62.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
61.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
61.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
61.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
60.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
60.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
60.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
60.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
60.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
60.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
60.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
60.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
59.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
59.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
59.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
59.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
59.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
59.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
59.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
58.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
58.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
58.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
58.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
58.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
58.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
58.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
58.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
58.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
57.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
57.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
57.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
57.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
57.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
56.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
56.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
56.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
56.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
56.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
56.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
56.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
56.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
56.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
55.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
55.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
55.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
55.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
55.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
55.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
55.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
54.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
54.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
54.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
54.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
54.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
54.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
54.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
54.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
54.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
54.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
54.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
54.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
54.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
54.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
54.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
54.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
53.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
53.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
53.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
53.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
53.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
53.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
53.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
52.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
52.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
52.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
52.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
52.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
52.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
52.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
52.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
51.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
51.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
51.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
51.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
51.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
51.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
51.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
51.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
50.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
50.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
50.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
50.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
50.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
50.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
50.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
50.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
50.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
49.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
49.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
49.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
49.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
49.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
49.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
49.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
49.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
49.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
48.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
48.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
48.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
48.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
48.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
48.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
48.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
48.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
47.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
47.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
47.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
47.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
47.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
47.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
47.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
47.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
47.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
47.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
47.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
47.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
47.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
47.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
47.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
47.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
46.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
46.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
46.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
46.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
46.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
46.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
46.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
46.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
46.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
46.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
45.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
45.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
45.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
45.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
44.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
44.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
44.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
44.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
44.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
44.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
43.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
43.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
43.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
43.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
43.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
43.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
43.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
43.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
43.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
43.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
42.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
42.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
42.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
42.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
42.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
42.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
42.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
42.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
42.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
42.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
42.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
42.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
42.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
42.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
42.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
42.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
42.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
41.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
41.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
41.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
41.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
41.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
41.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
41.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
41.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
41.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
41.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
41.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
41.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
40.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
40.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
40.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
40.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
40.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
40.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
40.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
40.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
40.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
40.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
40.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
40.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
40.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
39.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
39.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
39.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
39.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
39.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
39.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
39.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
39.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
39.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
38.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
38.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
38.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
38.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
38.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
38.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
38.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
38.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
38.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
38.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
38.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
38.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
38.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
38.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
37.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
37.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
37.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
37.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
37.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
37.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
37.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
37.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
37.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
37.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
37.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
37.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
37.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
36.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
36.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
36.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
36.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
36.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
36.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
36.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
36.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
36.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
36.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
36.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
35.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
35.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
35.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
35.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
35.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
35.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
35.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
34.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
34.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
34.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
34.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
34.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
34.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
34.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
33.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
33.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
33.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
33.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
33.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
32.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
32.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
32.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
32.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
32.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
32.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
32.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
32.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
32.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
32.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
32.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
31.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
31.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
31.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
31.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
30.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
30.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
30.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
30.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
30.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
30.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
30.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
30.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
30.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
29.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
29.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
29.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
29.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
29.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
29.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
29.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
29.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
28.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
28.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
27.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
27.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
27.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
27.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
27.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
27.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
26.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
26.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
26.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
26.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
26.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
25.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
25.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
25.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
24.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
24.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
23.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
22.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
22.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
21.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
20.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
16.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
14.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
MMP24OS 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
49.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
143.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
138.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
111.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
108.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
99.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
96.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
91.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
89.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
86.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
85.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
83.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
82.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
80.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
74.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
73.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
72.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
70.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
68.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
66.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
65.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
64.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
64.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
63.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
62.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
60.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
59.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
58.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
57.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
57.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
57.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
55.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
54.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
52.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
50.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
49.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
49.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
48.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
48.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
47.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
47.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
47.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
46.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
46.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
43.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
42.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
42.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
42.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
42.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
42.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
41.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
39.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
38.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
36.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
36.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
35.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
35.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
35.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
34.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
34.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
34.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
33.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
32.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
31.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
31.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
31.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
31.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
30.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
30.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
29.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
29.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
26.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
26.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
26.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
MMP24OS is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
81.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
289.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
286.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
220.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
194.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
181.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
173.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
172.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
170.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
166.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
166.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
165.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
165.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
163.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
159.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
159.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
159.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
158.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
158.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
155.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
152.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
149.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
147.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
145.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
144.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
139.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
138.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
137.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
137.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
137.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
136.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
136.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
135.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
135.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
134.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
133.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
132.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
130.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
130.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
130.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
129.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
127.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
127.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
125.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
124.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
124.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
122.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
122.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
120.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
120.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
119.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
119.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
119.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
117.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
115.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
114.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
113.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
113.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
112.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
110.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
110.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
110.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
108.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
108.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
107.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
106.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
106.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
104.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
104.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
104.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
104.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
104.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
104.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
103.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
103.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
102.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
102.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
101.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
101.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
100.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
100.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
99.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
98.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
97.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
97.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
97.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
96.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
95.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
95.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
95.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
94.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
94.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
93.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
92.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
92.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
91.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
90.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
89.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
89.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
89.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
88.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
87.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
87.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
86.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
86.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
86.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
85.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
84.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
83.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
83.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
83.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
82.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
81.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
80.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
80.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
80.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
79.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
79.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
79.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
78.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
77.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
77.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
77.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
76.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
76.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
76.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
75.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
75.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
75.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
75.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
75.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
74.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
74.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
74.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
73.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
73.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
72.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
72.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
72.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
72.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
72.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
72.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
71.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
71.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
71.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
71.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
70.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
70.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
70.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
70.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
70.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
70.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
69.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
69.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
69.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
69.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
68.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
68.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
67.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
67.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
67.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
67.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
66.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
66.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
66.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
65.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
65.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
65.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
65.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
64.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
64.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
64.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
64.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
64.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
63.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
63.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
63.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
62.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
62.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
62.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
62.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
62.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
61.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
61.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
61.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
60.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
60.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
60.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
59.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
59.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
59.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
58.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
57.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
57.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
57.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
57.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
57.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
57.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
56.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
55.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
55.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
54.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
54.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
54.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
54.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
53.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
53.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
52.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
52.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
52.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
52.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
51.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
51.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
51.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
51.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
50.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
49.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
49.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
49.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
48.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
48.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
48.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
48.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
48.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
47.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
47.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
47.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
47.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
47.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
46.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
46.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
46.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
46.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
45.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
44.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
43.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
43.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
42.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
42.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
42.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
42.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
42.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
42.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
41.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
39.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
39.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
38.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
38.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
37.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
37.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
35.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
35.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
35.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
35.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
34.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
32.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
31.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
29.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
28.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
27.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
27.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
26.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
24.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
22.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
21.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
19.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
14.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
11.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.6
CPT0078840001
Normal
0.9
CPT0012770003
Normal
0.8
CPT0012570003
Normal
0.8
CPT0002270011
Tumor
0.8
CPT0079180003
Tumor
0.7
CPT0077500001
Normal
0.7
CPT0013790003
Normal
0.7
CPT0088780001
Normal
0.6
CPT0018250001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0014350001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0023710001
Normal
0.5
CPT0025920001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0009020003
Normal
0.5
CPT0012640003
Normal
0.5
CPT0012090003
Normal
0.4
CPT0000790001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0077310003
Tumor
0.4
CPT0082010001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0078530001
Normal
0.3
CPT0092740003
Normal
0.3
CPT0077140001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0065450001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0009080003
Normal
0.3
CPT0001190001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0078940001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0024680001
Normal
0.3
CPT0069160003
Tumor
0.3
CPT0086370003
Normal
0.3
CPT0088640003
Normal
0.2
CPT0081620001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0012550003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0076330003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0064400001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0020020001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0092800003
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0014160003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0088500001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0000640003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0065820001
Normal
-0.3
CPT0011240003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0088900003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0007860003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0001270001
Normal
-0.4
CPT0012900004
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0014450004
Tumor
-0.5
CPT0088550004
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0006440003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0088970003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0063630003
Tumor
-0.5
CPT0075130003
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0086950003
Tumor
-0.6
CPT0078800003
Tumor
-0.6
CPT0088480003
Tumor
-0.6
CPT0088690003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0085670003
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0024670003
Tumor
-0.7
CPT0084590001
Normal
-0.7
CPT0025350003
Tumor
-0.7
CPT0092190003
Normal
-0.7
CPT0002350011
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0065430003
Tumor
-0.7
CPT0065750003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0000870016
Tumor
-0.8
CPT0079270003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0092160003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0009000003
Tumor
-0.9
CPT0019130003
Tumor
-0.9
CPT0077490003
Tumor
-0.9
CPT0079410003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0026410003
Tumor
-1.0
CPT0015810003
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0084560003
Tumor
-1.0
CPT0023690003
Tumor
-1.1
CPT0086030003
Tumor
-1.1
CPT0017410003
Tumor
-1.2
CPT0078990003
Tumor
-1.2
CPT0065870003
Tumor
-1.2
CPT0001540009
Tumor
-1.2
CPT0012280003
Tumor
-1.2
CPT0017850003
Tumor
-1.3
CPT0077110003
Tumor
-1.3
CPT0007320003
Tumor
-1.3
CPT0012180003
Tumor
-1.4
CPT0025230003
Tumor
-1.4
CPT0079230003
Tumor
-1.5
CPT0075560003
Tumor
-1.5
CPT0086820003
Tumor
-1.6
CPT0079380003
Tumor
-1.7
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
