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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.
NARS1 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
118.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
503.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
225.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
214.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
205.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
197.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
192.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
189.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
185.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
180.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
171.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
170.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
165.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
164.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
156.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
153.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
150.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
147.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
142.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
142.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
139.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
137.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
136.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
136.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
123.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
119.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
118.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
117.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
116.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
112.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
110.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
109.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
106.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
100.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
97.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
96.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
95.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
94.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
92.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
89.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
88.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
86.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
83.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
83.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
82.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
80.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
77.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
77.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
74.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
70.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
68.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
65.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
65.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
64.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
63.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
61.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
60.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
59.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
57.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
56.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
55.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
50.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
47.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
33.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
NARS1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
63.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
251.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
178.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
177.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
171.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
169.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
164.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
163.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
160.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
159.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
145.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
136.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
133.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
129.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
125.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
121.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
119.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
119.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
118.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
116.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
115.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
115.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
115.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
115.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
114.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
113.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
113.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
112.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
109.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
107.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
106.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
106.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
105.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
105.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
104.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
103.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
102.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
101.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
101.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
100.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
99.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
99.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
99.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
99.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
98.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
98.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
97.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
97.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
96.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
95.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
94.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
93.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
92.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
91.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
90.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
90.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
89.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
89.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
89.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
87.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
87.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
87.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
86.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
86.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
86.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
85.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
85.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
85.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
85.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
85.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
84.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
84.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
84.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
83.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
83.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
83.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
83.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
83.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
83.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
82.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
82.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
82.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
82.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
82.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
81.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
81.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
81.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
81.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
81.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
81.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
80.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
80.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
80.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
80.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
80.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
80.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
80.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
79.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
79.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
79.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
79.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
79.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
79.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
79.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
79.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
78.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
78.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
78.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
78.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
78.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
78.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
77.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
77.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
77.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
77.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
77.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
77.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
77.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
77.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
77.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
77.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
76.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
76.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
76.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
76.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
76.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
75.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
75.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
75.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
75.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
75.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
75.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
74.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
74.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
74.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
74.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
74.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
74.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
74.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
74.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
74.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
74.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
73.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
73.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
73.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
73.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
73.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
73.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
72.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
72.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
72.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
72.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
72.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
72.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
72.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
71.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
71.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
71.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
71.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
71.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
71.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
71.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
71.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
70.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
70.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
70.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
70.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
70.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
69.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
69.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
69.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
69.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
69.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
69.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
69.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
69.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
68.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
68.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
68.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
68.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
68.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
68.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
68.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
68.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
68.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
68.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
68.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
68.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
68.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
67.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
67.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
67.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
67.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
67.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
67.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
66.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
66.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
66.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
66.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
66.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
66.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
66.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
66.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
65.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
65.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
65.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
65.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
65.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
65.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
65.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
65.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
64.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
64.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
64.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
64.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
64.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
64.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
64.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
64.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
64.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
64.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
63.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
63.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
63.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
63.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
63.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
63.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
63.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
63.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
63.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
63.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
63.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
62.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
62.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
62.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
62.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
62.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
62.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
61.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
61.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
61.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
61.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
61.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
61.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
61.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
61.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
61.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
61.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
61.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
61.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
61.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
60.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
60.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
60.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
60.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
60.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
60.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
60.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
60.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
59.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
59.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
59.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
59.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
59.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
59.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
59.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
59.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
59.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
59.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
58.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
58.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
58.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
58.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
58.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
58.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
58.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
58.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
58.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
58.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
58.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
57.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
57.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
57.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
57.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
57.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
57.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
56.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
56.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
56.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
56.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
56.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
56.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
56.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
55.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
55.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
55.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
55.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
55.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
55.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
55.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
55.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
55.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
55.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
55.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
55.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
55.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
55.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
55.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
54.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
54.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
54.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
54.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
54.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
54.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
54.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
54.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
54.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
54.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
54.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
54.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
53.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
53.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
53.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
53.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
53.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
53.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
53.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
53.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
53.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
53.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
52.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
52.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
52.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
52.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
52.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
52.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
52.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
52.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
52.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
52.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
52.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
51.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
51.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
51.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
51.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
51.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
51.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
51.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
51.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
51.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
50.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
50.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
50.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
50.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
50.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
50.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
50.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
49.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
49.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
49.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
49.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
49.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
49.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
49.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
49.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
49.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
48.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
48.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
48.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
48.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
48.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
48.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
48.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
48.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
48.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
48.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
48.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
47.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
47.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
47.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
47.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
47.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
47.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
46.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
46.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
46.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
46.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
46.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
46.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
46.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
45.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
45.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
45.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
44.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
44.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
44.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
44.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
44.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
44.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
44.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
44.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
44.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
44.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
44.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
43.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
43.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
43.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
42.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
42.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
42.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
42.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
42.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
42.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
41.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
41.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
41.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
41.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
41.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
41.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
41.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
41.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
41.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
41.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
41.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
40.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
40.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
40.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
40.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
40.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
40.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
40.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
40.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
40.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
40.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
39.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
39.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
39.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
39.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
38.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
38.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
38.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
38.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
38.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
38.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
38.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
38.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
37.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
37.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
37.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
37.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
37.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
36.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
36.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
36.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
36.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
36.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
35.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
35.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
35.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
35.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
35.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
35.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
34.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
34.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
34.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
34.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
34.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
33.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
33.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
33.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
33.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
33.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
33.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
33.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
32.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
32.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
32.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
32.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
32.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
32.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
31.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
31.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
31.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
31.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
30.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
30.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
30.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
29.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
29.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
29.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
28.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
27.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
26.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
25.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
25.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
24.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
23.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
20.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
18.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NARS1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
77.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
125.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
122.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
121.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
120.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
118.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
118.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
114.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
111.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
108.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
107.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
105.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
104.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
102.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
102.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
98.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
98.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
97.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
97.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
96.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
93.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
92.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
90.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
90.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
89.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
89.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
88.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
87.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
87.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
87.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
85.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
85.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
85.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
85.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
85.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
84.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
82.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
81.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
81.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
81.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
81.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
80.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
80.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
80.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
79.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
79.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
79.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
78.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
77.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
77.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
76.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
76.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
75.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
74.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
73.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
72.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
72.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
71.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
71.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
70.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
70.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
70.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
69.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
69.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
67.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
67.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
67.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
66.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
66.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
66.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
66.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
66.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
65.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
64.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
63.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
63.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
61.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
59.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
58.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
58.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
57.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
56.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
55.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
55.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
53.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
53.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
53.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
53.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
51.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
46.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
46.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
44.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
40.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
40.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
32.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
31.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
NARS1 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
86.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
482.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
307.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
223.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
196.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
186.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
184.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
182.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
178.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
171.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
166.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
158.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
157.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
156.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
153.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
150.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
150.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
149.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
147.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
147.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
143.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
140.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
140.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
135.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
134.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
133.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
130.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
129.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
128.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
126.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
126.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
125.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
124.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
124.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
123.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
122.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
122.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
121.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
121.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
121.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
121.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
120.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
119.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
118.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
118.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
118.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
118.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
116.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
116.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
116.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
115.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
115.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
114.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
113.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
112.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
112.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
112.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
111.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
111.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
111.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
111.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
111.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
110.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
110.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
109.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
109.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
108.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
108.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
108.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
108.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
107.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
107.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
107.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
107.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
107.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
105.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
105.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
104.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
104.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
103.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
103.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
102.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
102.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
102.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
101.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
100.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
99.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
99.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
99.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
98.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
98.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
98.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
97.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
97.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
97.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
97.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
96.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
96.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
96.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
96.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
96.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
95.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
94.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
93.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
93.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
93.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
93.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
92.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
92.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
91.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
91.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
91.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
91.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
91.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
90.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
90.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
90.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
90.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
89.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
88.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
88.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
88.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
88.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
87.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
87.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
87.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
86.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
85.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
85.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
85.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
85.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
85.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
85.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
84.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
84.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
84.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
83.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
83.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
83.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
83.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
83.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
82.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
82.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
80.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
80.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
80.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
80.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
79.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
79.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
78.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
77.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
77.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
77.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
76.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
76.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
75.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
75.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
75.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
75.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
75.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
74.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
74.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
74.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
74.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
73.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
73.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
73.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
72.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
72.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
71.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
71.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
71.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
71.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
70.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
70.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
70.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
69.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
69.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
69.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
68.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
68.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
68.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
67.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
67.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
67.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
67.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
67.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
67.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
67.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
66.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
66.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
66.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
65.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
65.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
65.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
64.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
64.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
64.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
63.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
63.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
63.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
63.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
62.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
62.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
62.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
61.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
61.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
61.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
60.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
60.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
59.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
58.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
58.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
58.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
58.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
57.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
56.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
56.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
56.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
56.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
55.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
55.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
55.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
54.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
53.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
53.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
53.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
53.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
52.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
51.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
51.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
51.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
50.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
49.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
49.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
49.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
48.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
48.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
48.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
47.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
47.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
47.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
46.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
46.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
46.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
45.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
45.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
45.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
45.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
43.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
43.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
42.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
42.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
42.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
42.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
41.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
41.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
40.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
39.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
39.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
38.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
38.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
37.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
35.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
34.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
34.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
34.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
33.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
33.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
32.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
32.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
30.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
29.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
28.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
28.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
28.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
26.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
25.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
21.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.3
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
