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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.
MPC2 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
36.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
158.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
110.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
108.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
77.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
70.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
62.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
59.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
57.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
56.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
54.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
51.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
49.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
43.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
39.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
39.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
39.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
39.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
39.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
36.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
35.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
33.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
33.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
31.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
31.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
31.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
30.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
29.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
29.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
29.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
29.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
29.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
28.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
28.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
28.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
27.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
27.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
26.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
25.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
23.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
23.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
21.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
21.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
20.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
18.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
16.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
13.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MPC2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
67.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
306.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
277.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
221.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
204.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
199.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
198.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
193.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
169.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
167.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
164.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
155.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
155.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
153.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
146.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
144.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
144.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
139.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
139.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
137.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
136.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
130.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
130.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
128.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
128.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
126.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
126.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
125.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
123.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
123.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
119.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
118.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
118.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
117.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
116.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
116.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
114.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
114.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
112.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
112.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
111.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
110.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
108.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
108.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
108.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
107.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
107.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
107.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
106.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
106.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
106.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
105.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
104.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
104.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
104.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
104.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
103.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
103.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
103.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
103.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
102.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
102.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
102.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
101.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
101.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
101.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
100.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
100.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
99.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
98.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
98.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
98.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
97.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
97.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
97.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
97.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
96.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
96.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
96.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
96.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
96.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
96.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
95.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
95.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
95.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
95.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
94.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
94.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
94.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
93.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
93.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
93.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
93.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
92.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
92.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
92.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
92.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
92.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
92.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
91.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
91.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
91.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
91.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
91.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
90.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
90.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
90.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
90.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
90.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
90.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
90.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
90.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
90.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
90.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
89.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
89.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
88.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
87.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
87.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
86.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
86.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
86.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
85.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
85.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
85.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
85.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
84.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
84.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
84.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
83.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
83.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
83.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
83.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
82.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
82.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
82.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
82.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
82.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
81.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
81.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
81.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
81.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
81.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
81.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
81.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
81.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
80.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
80.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
80.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
79.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
79.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
79.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
79.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
79.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
79.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
79.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
79.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
78.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
78.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
78.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
78.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
78.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
77.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
77.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
77.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
77.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
77.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
76.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
75.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
75.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
75.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
75.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
75.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
74.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
74.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
74.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
74.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
74.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
73.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
73.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
73.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
73.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
73.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
73.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
73.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
73.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
73.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
72.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
72.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
72.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
72.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
72.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
71.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
71.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
71.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
70.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
70.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
70.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
70.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
70.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
70.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
70.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
70.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
69.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
69.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
69.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
69.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
69.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
69.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
69.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
68.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
68.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
68.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
68.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
68.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
68.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
68.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
68.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
68.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
67.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
67.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
67.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
67.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
66.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
66.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
66.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
66.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
66.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
66.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
65.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
65.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
65.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
65.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
65.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
65.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
65.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
64.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
64.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
64.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
64.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
64.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
64.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
64.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
64.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
64.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
64.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
64.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
64.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
63.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
63.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
63.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
62.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
62.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
62.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
62.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
62.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
62.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
61.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
61.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
61.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
61.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
61.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
61.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
61.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
60.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
60.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
60.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
60.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
60.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
60.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
60.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
59.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
59.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
59.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
59.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
59.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
59.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
59.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
59.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
59.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
58.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
58.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
58.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
58.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
58.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
58.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
58.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
58.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
57.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
57.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
57.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
57.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
57.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
56.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
56.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
56.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
56.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
56.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
55.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
55.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
55.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
55.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
55.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
55.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
55.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
55.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
54.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
54.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
54.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
54.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
54.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
54.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
54.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
54.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
53.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
53.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
53.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
53.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
53.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
53.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
52.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
52.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
52.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
52.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
52.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
52.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
52.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
52.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
52.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
51.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
51.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
51.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
51.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
51.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
51.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
51.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
51.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
51.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
51.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
51.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
50.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
50.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
50.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
50.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
50.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
50.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
49.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
49.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
49.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
49.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
48.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
48.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
48.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
48.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
48.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
48.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
48.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
48.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
48.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
47.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
47.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
47.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
47.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
47.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
47.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
46.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
46.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
46.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
46.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
45.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
45.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
45.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
45.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
45.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
45.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
45.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
45.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
45.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
45.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
45.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
44.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
44.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
44.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
43.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
43.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
43.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
43.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
43.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
43.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
43.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
43.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
43.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
42.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
42.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
42.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
42.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
42.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
42.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
41.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
41.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
41.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
41.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
41.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
41.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
40.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
40.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
40.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
40.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
40.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
40.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
40.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
40.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
40.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
40.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
39.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
39.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
39.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
38.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
38.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
38.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
38.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
38.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
37.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
37.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
37.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
37.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
37.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
37.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
36.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
36.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
36.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
36.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
36.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
36.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
36.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
36.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
36.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
36.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
35.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
34.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
34.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
34.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
33.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
32.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
31.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
31.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
31.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
31.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
30.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
30.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
30.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
30.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
30.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
30.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
30.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
29.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
29.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
29.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
28.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
28.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
28.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
28.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
28.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
28.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
28.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
28.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
27.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
27.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
27.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
25.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
25.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
24.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
24.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
24.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
23.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
22.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
22.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
21.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
20.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
18.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
16.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
12.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 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.
MPC2 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
80.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
259.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
210.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
197.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
174.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
141.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
140.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
132.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
126.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
125.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
125.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
115.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
113.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
110.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
108.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
104.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
104.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
104.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
104.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
103.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
96.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
96.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
96.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
94.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
94.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
94.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
92.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
91.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
90.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
90.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
87.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
87.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
87.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
85.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
85.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
85.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
84.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
83.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
83.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
83.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
83.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
83.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
82.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
82.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
81.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
80.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
80.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
79.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
76.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
75.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
74.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
73.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
72.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
72.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
71.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
70.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
69.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
68.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
68.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
66.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
66.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
65.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
65.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
64.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
64.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
63.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
62.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
62.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
61.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
60.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
58.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
57.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
57.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
56.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
56.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
55.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
54.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
50.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
49.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
48.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
47.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
47.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
46.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
45.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
45.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
44.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
44.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
43.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
42.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
40.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
37.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
36.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
32.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
MPC2 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
71.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
263.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
187.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
179.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
144.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
143.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
142.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
139.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
133.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
132.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
131.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
130.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
129.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
127.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
127.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
123.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
120.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
119.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
119.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
118.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
115.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
115.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
115.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
115.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
113.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
109.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
109.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
108.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
108.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
107.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
107.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
107.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
106.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
106.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
104.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
103.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
103.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
103.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
103.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
100.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
100.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
99.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
99.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
99.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
99.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
98.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
98.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
97.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
97.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
97.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
96.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
95.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
95.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
94.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
93.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
92.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
91.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
91.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
90.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
90.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
89.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
89.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
89.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
89.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
88.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
88.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
88.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
88.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
88.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
88.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
88.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
87.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
87.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
87.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
86.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
86.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
86.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
86.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
86.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
85.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
85.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
84.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
84.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
84.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
83.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
83.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
83.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
82.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
82.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
81.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
81.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
81.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
80.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
80.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
80.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
80.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
80.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
79.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
79.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
78.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
78.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
78.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
78.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
77.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
76.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
76.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
75.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
75.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
75.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
74.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
74.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
74.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
74.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
73.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
73.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
72.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
72.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
72.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
71.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
71.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
71.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
71.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
71.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
71.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
70.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
70.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
69.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
69.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
69.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
69.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
69.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
68.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
68.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
67.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
67.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
67.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
67.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
67.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
67.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
66.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
66.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
66.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
66.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
65.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
65.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
65.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
65.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
65.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
65.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
64.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
64.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
64.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
64.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
64.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
63.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
63.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
63.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
63.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
63.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
63.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
63.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
63.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
62.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
62.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
62.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
61.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
61.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
61.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
61.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
61.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
61.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
61.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
61.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
60.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
60.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
59.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
59.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
59.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
59.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
58.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
58.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
58.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
58.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
58.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
58.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
57.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
57.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
57.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
57.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
56.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
55.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
55.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
55.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
55.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
55.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
55.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
55.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
54.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
54.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
54.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
54.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
54.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
53.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
53.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
53.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
53.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
52.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
52.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
52.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
52.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
52.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
52.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
51.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
51.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
50.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
50.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
50.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
49.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
49.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
49.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
48.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
47.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
47.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
47.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
47.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
46.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
45.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
45.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
45.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
45.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
44.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
44.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
44.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
44.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
44.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
44.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
44.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
43.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
43.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
43.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
43.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
42.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
42.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
41.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
41.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
40.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
39.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
39.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
39.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
38.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
38.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
38.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
38.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
38.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
37.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
37.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
37.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
35.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
35.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
35.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
34.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
34.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
32.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
31.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
31.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
30.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
29.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
28.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
28.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
28.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
26.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
26.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
25.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
17.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0010170001
Normal
1.4
CPT0065450001
Normal
1.2
CPT0006730001
Normal
1.2
CPT0023360001
Normal
1.2
CPT0023710001
Normal
1.2
CPT0000790001
Normal
1.1
CPT0092800003
Normal
1.0
CPT0026420001
Normal
1.0
CPT0002270011
Tumor
0.9
CPT0006950001
Normal
0.9
CPT0007470001
Normal
0.9
CPT0089480003
Normal
0.9
CPT0088780001
Normal
0.9
CPT0079000001
Normal
0.9
CPT0078840001
Normal
0.9
CPT0092310003
Normal
0.9
CPT0078670001
Normal
0.9
CPT0088920001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0066430001
Normal
0.8
CPT0001230001
Normal
0.8
CPT0069010001
Normal
0.8
CPT0025610001
Normal
0.7
CPT0088640003
Normal
0.7
CPT0092740003
Normal
0.7
CPT0001350001
Normal
0.7
CPT0014350001
Normal
0.7
CPT0007870001
Normal
0.7
CPT0078940001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0001500009
Tumor
0.6
CPT0001550001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0025920001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0078800003
Tumor
0.5
CPT0088710001
Normal
0.5
CPT0087050003
Normal
0.5
CPT0082010001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0000890001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0063640001
Normal
0.4
CPT0079300001
Normal
0.4
CPT0000660001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0086370003
Normal
0.4
CPT0077140001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0014130001
Normal
0.3
CPT0089040001
Normal
0.3
CPT0078660003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0007320003
Tumor
0.3
CPT0002370001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0025060001
Normal
0.3
CPT0020120003
Tumor
0.3
CPT0076350001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0086970003
Normal
0.2
CPT0065820001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0066520001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0012290003
Normal
0.1
CPT0020130001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0018250001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0014160003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0007860003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0001180009
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0010120001
Normal
-0.4
CPT0092160003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0088970003
Tumor
-0.4
CPT0001540009
Tumor
-0.4
CPT0086030003
Tumor
-0.4
CPT0079510001
Normal
-0.5
CPT0087040003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0075170001
Normal
-0.5
CPT0001270001
Normal
-0.5
CPT0065810003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0025050003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0001220008
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0066470004
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0023350003
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0069160003
Tumor
-0.6
CPT0009080003
Normal
-0.6
CPT0088480003
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0009020003
Normal
-0.6
CPT0021240003
Tumor
-0.6
CPT0071150004
Tumor
-0.7
CPT0000870016
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0006900003
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0010110003
Tumor
-0.7
CPT0089460004
Tumor
-0.7
CPT0009000003
Tumor
-0.8
CPT0009060003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0025230003
Tumor
-0.8
CPT0015810003
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0012550003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0086870003
Tumor
-0.8
CPT0012920003
Normal
-0.9
CPT0078990003
Tumor
-0.9
CPT0079410003
Tumor
-0.9
CPT0075130003
Tumor
-0.9
CPT0092190003
Normal
-0.9
CPT0025580004
Tumor
-0.9
CPT0012900004
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0065750003
Tumor
-0.9
CPT0010160003
Tumor
-0.9
CPT0086950003
Tumor
-0.9
CPT0084590001
Normal
-1.0
CPT0012180003
Tumor
-1.0
CPT0000640003
Tumor
-1.0
CPT0012280003
Tumor
-1.0
CPT0002350011
Tumor
-1.1
CPT0065870003
Tumor
-1.1
CPT0014450004
Tumor
-1.1
CPT0075560003
Tumor
-1.1
CPT0079230003
Tumor
-1.1
CPT0066480003
Tumor
-1.1
CPT0078930003
Tumor
-1.1
CPT0075720003
Tumor
-1.1
CPT0081880003
Tumor
-1.1
CPT0092730003
Tumor
-1.1
CPT0011410003
Tumor
-1.1
CPT0077320001
Normal
-1.2
CPT0079180003
Tumor
-1.2
CPT0081990003
Tumor
-1.2
CPT0088630003
Tumor
-1.2
CPT0076330003
Tumor
-1.2
CPT0023690003
Tumor
-1.2
CPT0085670003
Tumor
-1.2
CPT0012670003
Tumor
-1.3
CPT0025290003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0065930003
Tumor
-1.3
CPT0026410003
Tumor
-1.3
CPT0077490003
Tumor
-1.3
CPT0063630003
Tumor
-1.3
CPT0088550004
Tumor
-1.4
CPT0012370003
Tumor
-1.4
CPT0025350003
Tumor
-1.4
CPT0079380003
Tumor
-1.4
CPT0006440003
Tumor
-1.4
CPT0012080003
Tumor
-1.4
CPT0077110003
Tumor
-1.6
CPT0065690003
Tumor
-1.7
CPT0011240003
Tumor
-1.7
CPT0017410003
Tumor
-1.8
CPT0017850003
Tumor
-1.9
CPT0084560003
Tumor
-2.3
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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
