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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.
PRMT1 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
89.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
187.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
173.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
143.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
142.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
137.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
124.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
123.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
119.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
119.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
118.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
116.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
112.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
112.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
111.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
110.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
109.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
105.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
105.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
104.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
104.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
104.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
94.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
93.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
92.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
91.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
90.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
90.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
87.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
87.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
86.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
84.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
84.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
84.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
83.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
82.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
82.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
82.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
81.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
79.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
78.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
76.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
76.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
76.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
74.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
74.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
74.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
73.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
73.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
73.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
68.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
67.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
67.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
64.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
63.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
56.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
55.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
52.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
52.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
49.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
49.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
49.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
44.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
38.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
PRMT1 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
73.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
173.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
169.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
148.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
131.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
129.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
126.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
126.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
122.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
120.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
120.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
116.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
114.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
113.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
112.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
110.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
110.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
109.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
109.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
108.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
107.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
106.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
105.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
105.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
104.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
103.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
103.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
103.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
102.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
102.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
102.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
102.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
101.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
101.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
100.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
100.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
99.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
99.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
99.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
99.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
98.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
98.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
98.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
98.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
98.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
98.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
97.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
97.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
96.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
96.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
96.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
96.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
96.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
96.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
96.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
96.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
96.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
95.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
94.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
94.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
94.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
93.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
93.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
93.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
93.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
93.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
92.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
92.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
92.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
92.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
92.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
92.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
91.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
91.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
91.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
91.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
91.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
91.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
91.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
91.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
91.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
91.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
91.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
90.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
90.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
90.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
90.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
90.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
90.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
90.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
90.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
90.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
90.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
90.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
90.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
89.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
89.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
89.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
89.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
89.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
89.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
88.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
88.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
88.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
88.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
88.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
88.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
88.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
87.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
87.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
87.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
87.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
87.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
87.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
86.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
86.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
86.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
86.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
86.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
86.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
86.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
86.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
86.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
85.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
85.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
85.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
85.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
85.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
85.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
85.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
85.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
85.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
85.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
85.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
84.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
84.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
84.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
84.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
83.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
83.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
83.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
83.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
83.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
83.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
83.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
83.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
83.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
83.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
82.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
82.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
82.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
82.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
82.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
82.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
82.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
82.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
82.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
81.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
81.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
81.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
81.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
81.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
81.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
81.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
81.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
81.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
81.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
81.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
80.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
80.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
80.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
80.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
80.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
80.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
80.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
79.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
79.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
79.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
79.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
79.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
79.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
79.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
79.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
79.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
79.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
79.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
78.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
78.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
78.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
78.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
78.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
78.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
78.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
78.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
78.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
78.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
78.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
78.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
78.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
78.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
78.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
77.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
77.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
77.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
77.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
77.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
77.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
77.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
77.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
77.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
77.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
77.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
77.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
77.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
76.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
76.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
76.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
76.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
76.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
76.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
76.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
76.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
76.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
76.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
76.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
76.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
76.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
76.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
76.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
75.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
75.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
75.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
75.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
75.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
75.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
75.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
75.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
75.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
75.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
75.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
74.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
74.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
74.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
74.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
74.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
74.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
74.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
74.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
73.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
73.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
73.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
73.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
73.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
73.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
73.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
73.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
73.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
73.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
73.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
73.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
73.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
73.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
73.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
73.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
72.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
72.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
72.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
72.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
72.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
72.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
72.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
72.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
72.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
72.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
72.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
72.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
72.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
72.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
71.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
71.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
71.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
71.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
71.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
71.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
71.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
71.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
70.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
70.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
70.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
70.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
70.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
70.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
70.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
70.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
70.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
70.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
70.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
70.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
70.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
69.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
69.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
69.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
69.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
69.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
69.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
69.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
69.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
69.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
69.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
68.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
68.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
68.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
68.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
68.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
68.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
68.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
68.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
68.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
68.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
68.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
68.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
68.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
68.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
68.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
68.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
67.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
67.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
67.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
67.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
67.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
67.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
67.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
67.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
67.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
67.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
67.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
67.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
66.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
66.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
66.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
66.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
66.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
66.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
66.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
66.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
66.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
66.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
66.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
66.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
66.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
65.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
65.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
65.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
65.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
65.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
65.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
65.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
65.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
64.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
64.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
64.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
64.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
64.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
64.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
64.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
64.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
64.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
63.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
63.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
63.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
63.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
63.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
63.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
63.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
63.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
63.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
63.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
62.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
62.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
62.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
62.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
62.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
62.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
62.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
62.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
61.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
61.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
61.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
61.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
61.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
61.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
61.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
61.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
60.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
60.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
60.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
60.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
60.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
60.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
60.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
60.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
60.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
60.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
59.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
59.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
59.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
59.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
59.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
59.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
59.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
59.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
58.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
58.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
58.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
58.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
58.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
58.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
58.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
57.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
57.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
57.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
57.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
57.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
57.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
57.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
57.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
56.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
56.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
56.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
56.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
55.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
55.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
55.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
55.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
55.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
55.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
55.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
55.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
55.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
54.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
54.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
54.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
54.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
54.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
54.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
54.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
54.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
54.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
54.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
53.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
53.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
53.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
53.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
53.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
53.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
52.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
52.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
52.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
52.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
52.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
51.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
51.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
51.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
51.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
50.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
50.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
50.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
50.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
50.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
50.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
49.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
49.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
49.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
49.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
49.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
48.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
48.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
48.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
48.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
48.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
47.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
47.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
47.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
47.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
46.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
46.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
46.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
46.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
45.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
45.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
45.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
44.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
44.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
43.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
42.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
42.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
41.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
41.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
41.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
39.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
39.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
38.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
37.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
37.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
36.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
35.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
35.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
32.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
31.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
26.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
25.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
22.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
7.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
PRMT1 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
68.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
159.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
119.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
103.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
100.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
90.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
87.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
87.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
87.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
86.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
85.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
84.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
84.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
84.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
83.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
83.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
81.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
78.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
78.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
77.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
76.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
76.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
76.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
76.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
76.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
75.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
75.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
74.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
74.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
74.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
73.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
73.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
73.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
72.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
72.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
72.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
71.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
71.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
70.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
69.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
69.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
69.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
68.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
68.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
68.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
68.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
68.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
68.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
68.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
67.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
67.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
66.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
66.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
66.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
65.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
65.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
65.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
64.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
64.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
63.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
63.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
63.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
63.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
63.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
62.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
62.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
61.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
61.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
61.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
61.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
60.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
60.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
60.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
58.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
58.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
57.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
57.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
56.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
56.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
56.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
55.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
54.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
54.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
53.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
53.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
53.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
52.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
52.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
52.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
51.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
51.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
50.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
48.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
47.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
47.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
47.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
45.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
42.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRMT1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
87.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
191.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
176.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
175.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
171.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
164.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
162.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
160.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
156.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
154.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
154.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
153.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
147.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
140.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
138.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
138.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
136.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
134.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
134.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
134.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
132.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
131.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
131.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
130.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
129.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
128.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
127.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
125.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
123.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
121.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
121.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
121.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
120.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
120.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
120.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
120.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
119.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
119.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
117.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
116.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
116.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
115.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
115.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
115.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
114.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
113.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
113.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
112.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
112.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
112.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
111.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
111.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
111.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
111.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
110.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
109.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
109.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
108.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
107.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
107.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
107.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
106.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
106.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
106.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
106.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
105.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
105.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
104.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
103.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
103.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
102.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
102.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
102.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
102.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
102.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
101.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
101.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
101.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
101.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
100.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
100.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
100.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
99.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
99.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
99.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
99.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
99.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
99.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
97.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
97.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
97.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
96.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
96.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
95.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
95.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
95.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
95.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
95.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
95.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
95.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
94.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
94.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
93.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
93.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
93.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
93.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
92.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
92.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
91.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
91.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
91.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
91.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
91.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
91.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
90.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
90.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
88.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
88.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
88.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
88.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
88.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
88.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
88.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
88.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
88.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
87.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
87.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
87.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
87.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
87.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
87.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
86.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
86.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
86.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
86.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
85.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
85.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
85.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
84.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
84.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
84.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
84.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
84.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
84.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
84.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
83.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
83.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
83.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
82.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
81.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
81.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
81.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
81.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
81.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
81.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
81.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
81.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
80.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
80.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
80.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
80.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
80.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
80.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
79.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
79.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
79.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
79.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
79.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
79.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
79.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
79.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
78.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
78.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
77.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
77.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
77.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
77.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
76.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
76.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
76.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
76.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
76.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
76.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
76.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
75.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
75.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
75.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
75.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
75.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
75.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
75.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
74.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
74.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
74.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
74.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
74.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
74.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
73.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
72.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
72.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
72.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
72.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
71.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
71.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
71.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
71.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
70.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
70.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
70.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
69.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
69.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
69.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
68.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
68.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
68.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
67.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
67.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
67.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
67.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
66.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
65.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
65.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
65.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
64.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
64.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
63.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
63.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
63.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
63.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
62.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
61.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
61.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
61.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
61.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
61.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
61.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
60.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
60.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
60.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
59.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
59.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
59.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
58.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
58.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
57.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
56.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
56.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
56.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
56.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
55.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
54.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
54.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
54.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
54.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
54.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
54.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
53.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
52.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
50.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
49.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
49.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
49.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
48.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
47.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
47.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
47.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
47.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
47.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
47.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
44.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
41.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
38.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
37.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
35.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
34.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
32.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
28.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
28.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
26.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0026410003
Tumor
0.7
CPT0017850003
Tumor
0.6
CPT0001540009
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0001260009
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0077110003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0092190003
Normal
0.4
CPT0025580004
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0025350003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0014370004
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0023350003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0086950003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0084560003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0085670003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0089020003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0065820001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0025290003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0063320003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0012290003
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0017410003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0065450001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0012770003
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0002270011
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
