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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.
PRXL2A 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
50.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
189.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
177.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
151.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
121.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
106.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
104.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
100.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
90.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
84.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
76.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
75.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
74.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
73.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
71.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
69.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
68.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
64.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
62.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
60.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
59.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
58.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
57.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
57.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
55.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
51.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
49.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
49.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
46.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
44.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
43.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
43.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
43.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
42.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
39.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
39.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
38.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
36.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
36.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
35.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
33.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
32.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
32.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
32.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
31.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
28.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
27.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
27.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
26.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
26.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
21.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
21.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
20.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
17.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
17.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
13.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
9.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 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.
PRXL2A 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
75.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
265.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
213.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
190.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
171.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
168.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
166.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
164.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
159.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
159.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
153.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
150.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
149.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
148.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
147.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
145.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
141.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
138.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
137.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
137.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
136.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
131.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
131.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
130.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
130.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
130.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
130.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
128.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
127.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
127.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
126.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
125.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
124.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
124.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
124.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
124.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
124.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
123.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
123.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
123.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
123.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
122.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
122.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
121.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
121.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
121.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
121.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
121.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
120.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
119.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
118.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
118.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
118.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
117.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
117.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
116.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
115.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
115.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
115.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
115.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
114.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
114.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
114.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
114.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
113.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
112.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
112.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
112.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
112.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
112.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
111.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
110.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
110.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
110.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
109.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
109.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
109.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
108.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
108.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
108.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
108.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
107.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
107.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
107.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
107.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
107.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
107.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
107.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
107.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
107.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
106.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
106.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
106.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
106.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
105.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
105.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
105.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
105.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
104.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
104.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
104.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
104.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
104.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
104.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
104.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
104.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
103.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
103.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
102.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
102.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
102.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
102.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
102.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
101.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
101.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
101.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
100.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
100.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
100.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
100.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
100.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
100.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
100.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
100.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
100.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
99.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
99.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
99.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
99.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
98.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
98.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
98.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
98.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
97.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
97.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
97.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
96.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
96.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
96.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
95.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
95.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
95.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
94.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
94.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
94.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
94.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
94.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
94.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
94.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
93.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
93.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
93.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
93.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
93.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
93.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
92.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
91.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
91.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
91.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
91.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
91.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
91.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
91.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
91.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
91.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
91.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
90.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
90.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
90.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
90.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
89.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
89.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
89.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
89.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
89.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
89.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
88.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
88.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
88.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
88.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
88.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
88.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
88.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
87.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
87.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
87.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
87.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
87.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
87.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
87.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
87.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
87.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
87.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
87.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
87.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
87.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
86.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
86.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
86.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
85.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
85.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
85.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
84.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
84.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
84.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
84.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
83.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
83.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
83.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
83.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
83.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
83.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
83.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
83.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
83.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
83.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
82.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
82.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
82.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
81.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
81.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
81.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
81.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
80.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
80.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
80.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
80.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
80.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
80.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
79.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
79.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
79.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
79.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
79.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
79.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
78.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
78.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
78.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
78.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
77.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
77.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
77.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
77.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
77.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
77.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
76.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
76.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
76.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
76.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
75.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
75.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
75.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
75.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
74.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
74.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
74.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
74.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
74.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
74.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
73.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
73.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
73.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
73.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
73.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
72.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
72.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
72.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
72.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
71.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
71.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
71.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
70.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
70.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
70.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
70.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
70.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
69.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
69.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
69.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
68.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
68.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
68.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
68.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
68.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
68.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
68.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
68.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
67.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
67.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
67.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
67.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
67.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
66.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
66.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
66.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
66.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
66.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
66.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
65.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
65.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
65.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
65.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
65.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
65.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
64.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
64.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
64.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
64.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
64.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
64.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
64.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
64.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
64.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
64.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
63.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
63.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
63.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
63.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
63.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
63.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
63.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
63.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
63.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
63.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
63.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
63.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
62.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
62.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
62.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
62.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
62.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
62.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
61.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
61.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
61.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
61.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
61.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
61.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
61.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
60.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
60.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
59.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
59.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
59.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
59.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
59.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
59.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
59.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
59.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
59.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
58.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
58.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
58.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
58.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
58.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
58.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
58.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
57.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
57.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
57.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
57.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
57.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
56.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
56.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
56.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
56.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
56.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
56.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
56.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
56.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
56.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
56.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
55.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
55.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
55.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
55.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
55.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
54.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
52.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
52.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
52.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
52.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
51.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
51.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
51.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
51.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
51.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
50.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
50.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
50.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
50.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
49.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
49.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
48.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
48.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
48.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
48.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
47.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
47.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
47.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
47.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
47.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
46.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
46.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
46.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
46.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
46.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
46.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
45.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
45.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
44.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
44.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
44.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
44.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
44.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
43.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
43.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
43.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
43.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
43.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
42.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
42.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
42.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
42.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
42.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
42.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
42.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
41.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
41.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
41.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
41.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
40.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
40.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
40.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
40.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
40.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
40.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
40.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
39.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
39.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
39.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
38.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
38.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
38.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
37.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
37.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
37.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
37.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
36.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
36.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
36.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
36.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
35.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
35.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
35.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
35.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
35.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
35.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
34.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
34.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
33.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
32.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
32.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
32.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
31.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
31.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
31.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
31.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
31.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
30.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
30.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
30.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
29.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
29.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
29.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
28.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
27.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
26.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
26.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
25.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
25.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
24.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
24.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
24.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
23.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
22.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
20.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
16.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
10.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 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.
PRXL2A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
80.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
184.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
182.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
167.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
160.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
135.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
134.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
130.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
128.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
127.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
126.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
126.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
120.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
114.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
110.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
107.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
107.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
106.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
104.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
102.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
101.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
100.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
99.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
99.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
99.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
98.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
98.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
97.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
96.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
95.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
93.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
93.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
92.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
91.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
91.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
90.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
89.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
89.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
87.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
86.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
84.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
84.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
83.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
82.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
81.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
80.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
80.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
79.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
79.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
79.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
78.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
77.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
77.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
77.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
76.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
75.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
72.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
71.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
70.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
67.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
67.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
67.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
66.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
64.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
64.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
63.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
63.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
63.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
63.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
63.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
61.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
61.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
58.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
58.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
56.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
56.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
56.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
51.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
51.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
50.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
50.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
49.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
49.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
44.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
43.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
41.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
41.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
35.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
34.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
34.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
25.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
24.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
24.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
PRXL2A 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
50.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
365.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
184.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
168.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
156.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
140.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
138.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
123.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
120.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
108.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
106.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
104.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
103.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
101.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
101.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
98.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
98.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
97.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
95.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
95.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
93.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
89.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
87.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
87.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
87.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
86.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
86.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
85.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
85.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
81.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
81.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
80.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
80.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
76.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
75.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
73.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
72.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
71.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
71.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
71.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
70.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
70.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
70.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
69.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
69.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
68.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
67.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
67.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
67.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
67.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
66.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
65.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
64.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
64.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
63.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
62.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
62.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
62.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
61.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
61.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
61.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
61.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
61.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
61.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
60.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
60.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
60.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
60.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
60.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
60.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
59.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
59.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
58.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
58.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
58.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
58.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
58.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
57.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
57.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
57.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
57.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
56.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
56.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
56.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
55.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
55.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
54.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
54.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
54.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
54.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
54.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
54.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
54.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
54.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
53.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
52.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
52.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
52.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
52.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
52.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
50.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
50.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
50.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
50.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
50.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
50.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
49.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
48.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
48.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
48.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
48.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
48.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
48.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
48.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
47.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
47.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
47.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
46.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
46.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
46.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
46.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
46.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
46.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
46.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
45.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
45.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
45.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
45.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
45.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
45.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
45.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
45.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
45.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
44.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
44.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
44.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
44.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
44.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
44.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
44.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
43.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
43.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
43.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
43.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
43.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
43.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
42.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
42.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
42.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
42.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
42.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
41.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
41.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
41.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
41.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
40.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
40.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
40.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
40.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
40.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
40.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
40.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
40.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
39.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
39.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
39.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
39.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
39.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
39.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
39.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
38.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
38.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
38.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
38.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
38.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
38.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
37.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
37.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
37.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
37.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
37.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
36.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
36.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
36.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
35.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
35.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
35.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
35.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
34.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
34.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
34.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
34.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
34.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
34.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
34.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
34.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
34.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
34.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
33.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
33.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
33.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
33.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
33.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
33.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
33.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
33.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
33.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
33.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
33.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
32.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
32.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
32.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
32.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
32.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
31.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
31.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
31.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
30.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
30.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
30.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
29.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
28.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
28.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
28.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
27.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
25.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
24.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
23.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
23.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
23.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
22.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
22.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
22.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
21.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
20.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
20.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
16.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
11.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
4.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025110003
Tumor
1.4
CPT0079270003
Tumor
0.9
CPT0025230003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0088500001
Normal
0.8
CPT0088640003
Normal
0.7
CPT0010170001
Normal
0.6
CPT0078670001
Normal
0.5
CPT0079480003
Tumor
0.5
CPT0000790001
Normal
0.5
CPT0025050003
Tumor
0.5
CPT0089480003
Normal
0.5
CPT0006950001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0012640003
Normal
0.5
CPT0006440003
Tumor
0.5
CPT0086890003
Normal
0.5
CPT0078840001
Normal
0.5
CPT0078940001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0077500001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0092310003
Normal
0.4
CPT0001510001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0079000001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0079510001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0092740003
Normal
0.4
CPT0088780001
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0092800003
Normal
0.4
CPT0002370001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0007470001
Normal
0.4
CPT0001550001
Normal
0.4
CPT0088900003
Tumor
0.4
CPT0001230001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0014350001
Normal
0.3
CPT0006730001
Normal
0.3
CPT0019990003
Tumor
0.3
CPT0019160001
Normal
0.3
CPT0010110003
Tumor
0.3
CPT0064400001
Normal
0.3
CPT0002270011
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0065450001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0088710001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0020020001
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0020130001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0000890001
Normal
0.2
CPT0026410003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0012550003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0066430001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0025880003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0006530001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0079180003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0087040003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0009080003
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0017450001
Normal
-0.2
CPT0001540009
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0007860003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0078930003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0086820003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0009000003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0001220008
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0012280003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0020120003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0024670003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0065430003
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0014450004
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0065690003
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0079230003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0021240003
Tumor
-0.6
CPT0012370003
Tumor
-0.6
CPT0077320001
Normal
-0.7
CPT0069000003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0079410003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0081990003
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0012670003
Tumor
-0.8
CPT0001180009
Tumor
-0.8
CPT0015730003
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0079380003
Tumor
-0.9
CPT0017410003
Tumor
-0.9
CPT0088550004
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0081880003
Tumor
-1.1
CPT0088690003
Tumor
-1.1
CPT0017850003
Tumor
-1.1
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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
