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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.
CDC37 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
89.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
214.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
160.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
153.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
152.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
152.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
148.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
145.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
130.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
127.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
118.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
113.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
113.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
111.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
110.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
108.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
107.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
107.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
104.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
100.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
99.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
99.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
98.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
94.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
91.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
91.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
90.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
88.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
86.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
84.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
83.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
81.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
81.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
78.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
78.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
78.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
77.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
77.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
76.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
75.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
75.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
74.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
73.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
73.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
72.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
69.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
69.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
68.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
67.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
65.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
64.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
62.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
61.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
61.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
60.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
59.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
59.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
58.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
56.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
55.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
54.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
49.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
43.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
39.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
CDC37 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
96.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
210.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
205.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
194.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
180.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
177.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
174.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
172.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
170.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
166.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
165.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
165.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
165.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
164.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
160.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
158.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
158.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
158.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
157.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
157.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
155.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
154.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
154.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
153.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
153.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
152.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
150.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
150.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
150.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
150.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
148.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
148.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
146.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
146.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
145.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
145.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
145.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
145.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
144.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
144.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
143.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
142.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
142.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
142.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
139.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
139.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
138.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
138.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
138.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
138.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
137.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
137.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
137.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
137.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
135.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
135.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
135.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
134.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
134.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
134.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
134.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
133.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
133.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
133.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
133.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
133.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
132.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
132.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
132.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
132.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
132.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
131.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
131.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
130.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
130.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
130.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
129.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
129.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
129.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
128.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
128.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
128.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
128.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
127.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
126.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
126.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
126.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
126.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
126.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
125.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
125.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
125.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
125.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
125.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
125.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
124.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
123.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
123.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
123.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
122.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
122.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
122.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
122.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
121.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
121.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
121.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
121.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
121.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
121.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
120.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
120.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
119.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
119.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
119.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
118.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
118.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
118.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
118.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
118.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
118.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
118.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
118.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
118.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
117.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
117.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
116.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
116.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
116.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
116.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
116.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
116.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
116.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
115.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
115.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
115.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
115.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
115.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
115.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
114.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
114.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
114.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
114.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
114.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
114.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
113.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
113.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
113.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
112.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
112.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
112.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
112.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
112.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
112.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
112.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
111.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
111.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
111.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
111.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
110.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
110.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
110.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
109.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
109.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
109.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
109.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
109.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
109.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
109.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
109.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
109.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
109.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
108.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
108.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
108.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
108.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
108.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
108.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
108.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
107.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
107.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
107.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
107.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
107.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
107.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
106.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
106.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
106.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
105.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
105.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
105.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
105.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
105.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
105.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
105.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
105.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
104.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
104.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
104.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
104.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
104.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
103.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
103.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
103.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
103.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
103.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
102.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
102.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
102.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
102.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
102.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
102.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
101.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
101.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
101.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
101.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
101.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
101.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
101.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
100.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
100.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
100.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
100.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
99.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
99.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
99.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
99.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
99.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
99.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
99.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
99.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
99.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
98.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
98.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
98.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
98.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
98.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
97.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
97.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
97.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
97.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
97.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
96.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
96.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
96.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
96.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
96.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
96.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
96.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
96.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
96.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
95.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
95.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
95.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
95.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
94.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
94.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
94.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
94.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
94.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
94.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
94.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
94.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
94.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
94.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
94.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
94.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
94.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
93.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
93.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
93.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
93.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
92.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
92.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
92.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
92.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
92.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
92.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
92.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
92.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
92.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
91.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
91.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
91.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
91.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
91.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
91.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
91.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
90.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
90.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
90.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
90.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
90.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
90.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
90.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
90.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
89.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
89.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
89.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
89.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
89.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
89.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
88.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
88.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
88.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
88.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
88.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
88.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
88.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
87.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
87.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
87.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
87.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
87.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
87.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
87.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
87.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
87.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
86.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
86.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
86.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
85.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
85.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
85.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
85.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
84.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
84.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
84.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
84.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
84.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
83.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
83.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
83.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
83.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
83.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
82.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
82.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
82.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
82.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
82.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
82.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
82.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
82.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
82.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
82.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
82.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
81.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
81.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
81.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
81.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
81.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
81.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
81.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
81.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
81.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
81.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
81.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
80.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
80.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
80.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
80.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
80.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
80.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
80.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
80.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
80.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
79.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
79.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
79.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
79.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
79.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
78.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
78.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
78.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
78.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
78.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
78.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
77.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
77.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
77.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
76.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
76.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
76.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
75.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
75.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
75.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
75.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
75.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
74.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
74.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
74.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
74.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
74.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
74.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
73.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
73.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
73.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
72.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
72.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
72.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
72.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
72.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
72.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
71.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
71.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
71.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
71.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
71.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
71.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
70.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
70.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
70.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
70.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
70.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
70.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
70.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
70.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
69.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
69.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
69.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
69.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
69.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
69.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
68.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
68.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
68.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
68.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
68.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
68.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
68.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
67.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
67.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
67.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
67.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
66.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
66.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
66.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
66.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
66.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
66.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
66.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
66.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
66.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
66.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
66.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
65.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
65.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
65.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
64.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
64.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
64.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
64.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
64.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
64.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
63.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
63.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
63.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
62.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
62.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
61.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
61.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
61.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
61.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
60.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
60.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
60.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
60.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
60.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
60.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
60.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
59.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
59.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
59.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
59.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
58.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
58.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
58.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
58.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
58.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
58.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
57.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
57.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
57.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
56.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
55.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
55.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
55.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
55.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
55.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
55.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
55.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
55.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
54.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
53.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
52.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
52.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
50.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
50.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
50.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
50.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
49.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
49.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
48.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
48.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
46.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
46.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
45.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
43.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
43.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
43.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
41.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
41.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
40.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
40.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
40.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
39.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
37.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
31.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
30.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
26.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
21.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
CDC37 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
106.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
162.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
160.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
158.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
147.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
141.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
140.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
140.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
138.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
135.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
134.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
132.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
130.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
130.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
129.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
129.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
129.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
128.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
125.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
124.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
123.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
123.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
122.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
122.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
121.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
120.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
120.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
120.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
120.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
119.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
118.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
117.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
117.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
116.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
116.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
116.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
116.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
114.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
114.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
112.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
111.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
111.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
111.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
110.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
110.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
108.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
108.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
107.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
106.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
106.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
105.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
105.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
104.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
104.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
103.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
103.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
102.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
102.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
100.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
99.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
98.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
97.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
97.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
97.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
96.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
96.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
96.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
96.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
95.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
94.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
92.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
92.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
91.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
91.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
90.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
89.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
89.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
89.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
88.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
88.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
88.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
87.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
86.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
86.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
86.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
86.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
84.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
84.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
84.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
84.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
83.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
78.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
77.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
77.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
77.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
74.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
70.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
67.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
64.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
53.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CDC37 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
105.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
241.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
232.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
218.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
216.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
208.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
196.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
192.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
190.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
189.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
186.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
184.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
180.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
177.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
171.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
169.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
169.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
169.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
168.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
167.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
165.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
163.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
159.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
158.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
156.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
155.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
153.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
153.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
151.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
151.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
151.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
150.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
150.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
150.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
145.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
144.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
142.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
140.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
140.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
140.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
139.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
139.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
138.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
138.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
137.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
137.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
135.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
134.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
134.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
132.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
132.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
129.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
129.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
128.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
128.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
126.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
126.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
125.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
125.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
124.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
124.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
123.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
123.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
123.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
122.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
121.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
121.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
120.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
120.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
120.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
119.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
118.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
118.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
117.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
117.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
117.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
116.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
116.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
116.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
116.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
116.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
115.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
115.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
114.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
114.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
114.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
114.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
114.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
114.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
114.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
113.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
113.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
113.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
112.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
112.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
112.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
112.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
112.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
111.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
111.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
111.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
111.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
111.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
111.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
110.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
110.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
110.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
110.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
110.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
109.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
109.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
108.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
108.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
108.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
107.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
107.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
107.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
107.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
107.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
107.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
107.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
107.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
106.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
106.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
106.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
106.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
105.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
105.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
105.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
104.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
104.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
103.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
103.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
103.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
103.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
103.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
103.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
103.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
102.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
102.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
102.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
102.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
102.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
100.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
100.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
100.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
99.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
99.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
99.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
99.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
99.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
99.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
99.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
98.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
97.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
97.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
97.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
97.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
97.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
97.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
96.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
96.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
96.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
96.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
95.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
95.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
95.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
94.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
94.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
94.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
94.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
93.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
93.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
93.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
93.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
93.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
93.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
92.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
92.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
92.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
92.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
92.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
92.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
91.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
91.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
91.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
90.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
90.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
90.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
90.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
90.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
89.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
89.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
88.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
88.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
87.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
87.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
86.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
85.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
85.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
85.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
85.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
85.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
84.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
84.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
84.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
84.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
83.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
82.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
82.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
82.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
82.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
82.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
81.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
81.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
81.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
81.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
80.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
80.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
80.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
80.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
80.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
79.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
79.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
78.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
78.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
78.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
77.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
77.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
76.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
76.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
75.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
75.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
75.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
74.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
74.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
74.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
73.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
73.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
72.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
72.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
72.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
72.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
71.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
71.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
71.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
70.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
69.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
69.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
69.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
68.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
68.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
68.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
67.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
67.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
66.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
66.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
66.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
66.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
65.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
64.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
63.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
62.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
61.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
61.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
60.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
58.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
57.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
57.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
56.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
54.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
52.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
51.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
51.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
50.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
50.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
48.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
48.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
46.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
45.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
44.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
32.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
22.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0071150004
Tumor
0.7
CPT0081880003
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0077490003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0079410003
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0088690003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0079270003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0000870016
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0012080003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0025290003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0066480003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0065820001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0002270011
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0088920001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0000660001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0063640001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0086830003
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0078510003
Tumor
-0.3
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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
