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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.
OAZ2 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
93.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
345.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
169.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
158.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
155.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
149.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
138.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
132.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
131.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
122.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
121.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
121.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
120.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
118.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
118.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
116.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
111.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
110.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
107.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
105.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
104.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
104.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
99.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
98.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
98.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
97.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
97.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
97.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
95.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
94.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
92.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
92.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
90.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
90.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
88.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
87.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
86.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
81.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
79.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
77.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
77.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
76.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
74.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
74.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
73.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
69.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
69.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
67.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
65.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
64.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
63.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
61.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
60.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
58.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
57.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
57.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
55.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
53.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
53.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
52.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
51.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
43.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
31.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OAZ2 is validated 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
86.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
234.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
210.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
206.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
204.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
196.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
192.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
179.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
175.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
173.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
171.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
169.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
167.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
165.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
163.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
160.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
159.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
159.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
157.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
157.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
157.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
156.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
156.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
154.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
152.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
147.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
147.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
146.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
145.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
145.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
145.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
145.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
144.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
143.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
143.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
142.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
140.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
139.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
139.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
137.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
137.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
136.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
136.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
136.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
136.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
134.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
133.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
133.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
132.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
132.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
132.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
132.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
131.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
131.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
131.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
129.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
129.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
129.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
128.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
128.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
127.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
126.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
125.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
125.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
124.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
124.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
124.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
123.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
123.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
123.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
119.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
119.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
119.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
119.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
119.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
119.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
119.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
118.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
117.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
117.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
117.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
117.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
117.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
117.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
117.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
117.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
117.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
116.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
116.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
115.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
115.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
115.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
114.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
114.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
114.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
114.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
113.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
113.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
112.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
112.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
112.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
112.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
112.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
112.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
111.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
111.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
111.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
111.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
111.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
111.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
111.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
110.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
110.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
110.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
110.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
110.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
110.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
110.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
109.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
108.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
108.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
108.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
108.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
108.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
108.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
108.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
107.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
107.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
106.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
106.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
106.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
106.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
106.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
106.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
105.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
105.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
105.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
105.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
105.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
104.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
104.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
104.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
104.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
104.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
104.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
103.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
103.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
103.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
103.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
103.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
103.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
103.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
103.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
103.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
102.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
102.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
102.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
102.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
101.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
101.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
101.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
101.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
100.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
100.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
100.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
100.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
100.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
100.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
99.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
99.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
99.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
98.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
98.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
98.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
98.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
97.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
97.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
97.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
97.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
96.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
96.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
95.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
95.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
95.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
95.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
95.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
95.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
95.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
95.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
95.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
95.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
95.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
95.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
95.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
94.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
94.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
94.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
94.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
94.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
94.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
94.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
93.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
93.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
93.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
93.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
93.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
93.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
92.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
92.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
92.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
92.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
91.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
91.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
91.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
91.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
91.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
91.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
91.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
90.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
90.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
90.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
90.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
89.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
89.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
89.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
89.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
89.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
89.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
88.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
88.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
88.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
88.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
88.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
87.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
87.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
87.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
86.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
86.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
86.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
86.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
86.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
86.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
85.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
85.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
85.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
85.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
85.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
84.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
84.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
84.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
84.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
84.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
83.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
83.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
83.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
83.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
83.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
83.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
83.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
83.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
83.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
82.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
82.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
82.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
82.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
82.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
82.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
82.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
82.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
82.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
82.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
82.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
82.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
82.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
81.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
81.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
81.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
81.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
80.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
80.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
79.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
79.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
79.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
78.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
78.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
78.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
78.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
78.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
78.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
78.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
77.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
77.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
77.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
76.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
76.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
76.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
76.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
75.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
75.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
75.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
75.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
74.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
74.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
74.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
74.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
74.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
74.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
74.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
74.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
74.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
74.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
73.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
73.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
73.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
73.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
73.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
73.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
72.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
72.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
72.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
72.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
72.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
72.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
72.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
71.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
71.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
71.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
71.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
71.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
70.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
70.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
70.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
70.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
70.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
70.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
69.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
69.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
69.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
69.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
69.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
69.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
69.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
69.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
69.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
69.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
69.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
68.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
68.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
68.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
68.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
67.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
67.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
67.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
67.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
66.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
66.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
66.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
66.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
66.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
65.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
65.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
65.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
65.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
64.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
64.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
64.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
64.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
64.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
64.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
64.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
63.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
63.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
63.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
63.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
63.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
63.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
63.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
62.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
62.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
62.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
62.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
61.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
61.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
61.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
61.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
61.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
61.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
61.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
61.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
61.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
61.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
60.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
60.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
60.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
60.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
60.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
59.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
59.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
59.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
59.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
59.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
59.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
59.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
59.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
58.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
58.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
58.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
58.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
58.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
58.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
58.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
57.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
57.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
57.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
57.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
57.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
57.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
56.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
56.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
56.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
56.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
56.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
56.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
56.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
56.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
56.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
55.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
55.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
55.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
55.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
55.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
54.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
54.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
54.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
54.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
54.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
53.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
53.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
53.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
53.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
53.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
53.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
52.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
52.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
52.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
51.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
51.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
51.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
51.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
51.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
50.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
50.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
50.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
49.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
49.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
48.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
48.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
48.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
47.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
47.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
47.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
46.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
45.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
45.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
44.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
44.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
44.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
44.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
44.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
43.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
43.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
42.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
42.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
42.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
42.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
42.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
41.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
41.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
41.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
41.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
41.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
40.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
40.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
39.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
39.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
39.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
38.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
37.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
37.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
36.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
36.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
36.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
36.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
36.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
35.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
35.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
34.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
34.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
34.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
34.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
33.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
33.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
33.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
33.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
32.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
32.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
30.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
30.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
23.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
22.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
OAZ2 is validated prognostic, high expression is favorable 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
83.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
189.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
173.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
170.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
148.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
143.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
139.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
137.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
136.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
135.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
134.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
132.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
130.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
129.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
124.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
123.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
120.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
119.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
117.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
110.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
108.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
108.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
107.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
106.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
106.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
105.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
105.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
102.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
101.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
101.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
99.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
99.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
98.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
98.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
97.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
96.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
95.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
94.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
94.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
94.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
93.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
91.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
91.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
91.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
89.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
89.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
88.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
84.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
83.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
82.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
82.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
80.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
80.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
79.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
78.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
78.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
77.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
75.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
74.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
70.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
69.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
69.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
68.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
65.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
65.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
64.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
64.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
63.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
62.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
61.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
59.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
58.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
58.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
57.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
57.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
56.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
55.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
54.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
51.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
51.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
49.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
48.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
47.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
46.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
45.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
42.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
42.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
36.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
36.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
32.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
31.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
21.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
OAZ2 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
43.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
118.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
114.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
110.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
99.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
99.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
97.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
94.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
90.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
84.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
83.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
81.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
81.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
74.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
74.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
72.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
71.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
71.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
68.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
68.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
67.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
67.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
66.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
65.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
65.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
65.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
65.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
63.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
63.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
62.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
62.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
61.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
61.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
60.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
59.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
59.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
59.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
59.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
59.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
58.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
58.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
58.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
58.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
58.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
58.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
57.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
57.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
57.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
56.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
56.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
56.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
56.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
56.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
56.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
55.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
55.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
54.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
54.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
54.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
54.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
53.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
53.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
53.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
52.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
52.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
52.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
52.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
52.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
51.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
51.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
51.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
51.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
51.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
51.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
50.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
50.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
50.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
50.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
49.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
49.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
49.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
49.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
49.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
49.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
49.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
48.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
48.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
48.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
48.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
48.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
48.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
47.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
47.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
47.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
47.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
47.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
47.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
47.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
46.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
46.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
45.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
45.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
45.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
45.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
45.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
45.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
45.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
45.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
45.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
45.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
44.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
44.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
44.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
44.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
44.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
43.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
43.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
43.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
43.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
43.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
43.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
43.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
42.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
42.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
42.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
42.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
42.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
42.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
41.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
41.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
41.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
41.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
41.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
41.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
40.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
40.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
40.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
40.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
39.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
39.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
39.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
39.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
39.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
39.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
39.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
39.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
39.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
38.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
38.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
38.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
38.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
38.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
38.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
38.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
38.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
38.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
38.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
37.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
37.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
37.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
37.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
37.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
37.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
37.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
37.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
36.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
36.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
36.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
36.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
36.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
36.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
35.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
35.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
35.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
35.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
35.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
35.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
35.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
35.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
35.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
34.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
34.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
34.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
34.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
34.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
34.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
34.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
34.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
34.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
33.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
33.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
33.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
33.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
33.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
33.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
32.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
32.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
32.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
31.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
31.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
31.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
31.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
30.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
30.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
30.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
29.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
29.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
29.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
28.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
28.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
28.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
28.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
28.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
27.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
27.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
27.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
27.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
27.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
27.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
27.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
27.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
27.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
26.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
26.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
26.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
26.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
26.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
25.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
25.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
25.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
24.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
24.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
24.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
24.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
24.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
23.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
23.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
23.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
22.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
19.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
18.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
15.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
15.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
10.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
