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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.
NAA38 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
56.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
147.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
124.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
112.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
108.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
104.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
100.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
94.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
94.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
84.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
82.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
79.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
77.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
70.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
67.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
63.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
63.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
63.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
62.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
60.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
56.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
56.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
56.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
55.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
55.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
54.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
54.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
53.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
52.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
52.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
50.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
49.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
48.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
48.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
47.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
47.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
47.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
46.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
46.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
45.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
45.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
44.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
44.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
43.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
43.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
42.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
42.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
41.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
41.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
40.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
40.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
39.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
38.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
37.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
31.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
30.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
30.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
29.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NAA38 is not prognostic 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
84.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
423.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
306.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
269.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
248.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
242.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
239.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
219.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
195.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
193.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
184.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
182.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
178.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
173.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
169.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
168.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
165.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
160.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
159.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
157.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
155.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
153.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
148.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
148.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
145.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
144.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
141.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
141.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
138.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
137.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
136.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
135.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
135.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
135.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
134.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
133.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
132.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
132.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
131.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
131.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
131.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
131.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
131.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
130.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
129.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
128.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
127.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
127.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
127.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
126.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
125.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
125.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
125.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
123.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
123.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
123.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
121.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
119.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
119.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
118.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
118.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
118.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
118.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
117.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
117.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
117.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
117.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
116.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
116.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
116.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
115.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
115.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
115.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
114.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
114.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
113.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
112.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
112.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
112.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
111.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
111.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
111.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
110.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
110.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
110.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
110.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
110.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
109.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
109.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
109.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
109.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
108.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
108.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
108.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
108.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
108.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
107.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
107.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
107.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
107.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
106.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
105.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
105.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
105.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
104.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
104.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
104.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
103.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
103.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
103.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
103.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
103.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
102.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
102.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
102.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
101.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
101.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
101.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
101.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
101.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
101.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
101.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
101.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
101.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
100.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
100.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
99.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
99.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
99.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
98.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
98.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
98.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
98.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
97.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
97.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
97.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
97.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
97.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
96.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
96.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
96.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
96.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
96.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
96.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
96.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
96.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
95.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
95.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
95.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
95.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
94.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
94.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
94.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
94.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
93.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
93.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
93.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
92.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
92.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
92.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
92.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
91.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
91.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
91.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
91.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
91.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
91.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
91.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
91.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
90.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
90.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
90.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
90.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
90.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
90.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
90.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
89.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
89.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
89.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
89.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
89.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
89.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
89.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
89.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
89.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
89.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
89.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
89.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
88.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
88.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
88.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
88.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
88.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
88.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
88.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
88.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
87.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
87.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
87.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
87.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
87.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
87.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
87.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
87.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
87.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
86.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
86.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
86.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
86.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
86.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
85.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
85.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
85.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
84.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
84.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
84.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
84.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
84.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
84.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
84.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
84.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
83.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
83.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
83.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
83.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
82.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
82.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
82.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
82.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
82.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
82.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
82.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
82.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
82.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
82.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
82.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
81.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
81.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
81.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
81.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
81.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
81.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
80.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
80.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
80.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
80.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
80.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
80.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
79.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
79.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
79.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
79.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
79.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
79.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
79.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
79.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
79.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
79.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
79.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
79.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
78.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
78.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
78.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
78.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
78.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
78.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
78.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
78.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
77.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
77.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
77.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
76.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
76.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
76.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
76.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
76.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
76.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
76.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
76.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
76.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
76.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
76.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
75.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
75.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
75.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
75.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
75.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
75.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
75.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
75.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
74.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
74.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
74.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
74.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
74.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
74.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
74.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
74.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
74.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
74.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
73.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
73.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
73.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
73.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
73.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
73.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
73.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
72.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
72.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
72.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
72.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
72.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
71.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
71.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
71.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
71.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
71.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
71.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
71.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
71.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
71.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
71.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
70.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
70.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
70.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
70.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
70.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
70.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
70.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
70.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
69.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
69.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
69.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
69.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
69.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
69.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
68.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
68.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
68.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
68.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
68.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
68.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
67.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
67.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
67.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
67.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
67.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
67.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
67.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
67.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
67.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
66.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
66.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
66.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
66.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
66.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
66.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
66.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
66.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
65.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
65.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
65.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
65.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
65.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
64.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
64.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
64.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
64.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
64.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
64.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
64.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
63.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
63.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
63.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
63.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
63.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
63.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
63.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
63.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
63.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
63.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
63.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
63.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
63.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
63.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
62.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
62.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
62.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
62.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
62.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
62.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
62.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
62.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
62.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
61.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
61.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
61.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
60.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
60.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
60.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
60.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
60.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
60.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
60.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
60.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
60.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
60.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
60.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
59.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
59.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
59.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
59.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
59.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
59.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
59.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
58.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
58.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
58.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
57.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
57.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
57.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
57.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
56.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
56.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
56.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
56.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
55.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
55.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
55.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
55.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
55.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
55.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
55.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
54.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
54.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
54.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
54.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
54.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
54.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
54.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
54.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
54.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
54.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
54.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
53.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
53.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
53.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
53.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
53.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
53.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
53.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
52.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
52.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
52.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
51.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
51.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
51.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
51.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
51.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
51.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
50.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
50.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
50.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
50.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
50.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
50.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
49.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
49.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
49.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
49.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
48.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
48.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
48.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
47.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
47.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
47.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
47.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
46.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
46.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
46.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
45.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
45.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
45.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
44.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
44.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
44.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
44.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
43.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
43.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
42.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
42.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
41.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
41.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
40.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
40.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
39.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
39.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
39.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
38.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
37.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
37.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
35.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
35.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
35.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
35.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
34.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
34.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
33.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
32.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
32.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
32.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
25.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
24.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NAA38 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
63.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
149.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
118.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
112.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
108.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
101.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
95.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
95.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
94.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
90.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
90.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
86.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
85.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
84.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
84.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
80.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
80.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
79.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
77.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
77.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
76.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
74.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
73.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
73.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
73.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
73.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
73.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
72.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
72.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
71.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
71.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
71.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
71.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
70.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
70.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
70.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
70.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
69.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
67.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
67.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
66.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
66.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
66.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
66.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
65.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
65.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
64.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
63.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
62.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
62.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
62.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
62.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
61.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
61.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
60.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
60.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
60.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
59.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
59.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
59.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
59.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
58.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
57.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
57.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
57.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
57.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
57.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
57.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
56.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
55.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
55.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
54.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
54.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
54.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
53.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
53.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
52.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
51.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
51.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
50.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
49.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
48.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
47.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
46.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
46.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
44.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
41.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
40.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
34.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
32.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
31.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
31.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
25.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
25.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
NAA38 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
136.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
429.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
373.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
372.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
350.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
339.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
323.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
291.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
288.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
285.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
278.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
265.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
261.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
259.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
253.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
251.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
249.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
248.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
247.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
243.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
240.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
237.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
232.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
230.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
228.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
228.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
227.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
227.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
223.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
223.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
223.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
222.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
221.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
218.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
215.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
213.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
213.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
211.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
207.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
202.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
200.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
200.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
199.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
195.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
190.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
189.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
188.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
188.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
187.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
187.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
186.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
184.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
182.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
182.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
182.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
181.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
180.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
180.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
179.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
179.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
178.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
176.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
175.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
175.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
172.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
171.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
171.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
171.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
170.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
169.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
169.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
169.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
169.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
166.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
165.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
165.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
164.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
162.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
159.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
158.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
158.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
158.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
157.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
155.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
155.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
154.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
153.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
153.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
153.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
152.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
151.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
151.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
151.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
150.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
149.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
149.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
148.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
148.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
147.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
147.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
147.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
146.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
146.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
146.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
146.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
146.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
146.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
145.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
145.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
145.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
145.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
143.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
143.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
143.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
142.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
141.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
139.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
139.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
137.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
137.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
136.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
135.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
134.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
133.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
132.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
130.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
130.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
128.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
128.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
128.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
128.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
126.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
126.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
126.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
126.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
125.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
125.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
124.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
124.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
124.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
124.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
123.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
122.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
122.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
122.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
121.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
121.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
120.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
120.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
120.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
120.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
119.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
119.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
119.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
118.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
118.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
118.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
117.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
117.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
115.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
115.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
115.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
114.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
113.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
113.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
112.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
110.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
110.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
110.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
110.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
109.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
109.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
109.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
108.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
108.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
107.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
107.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
107.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
106.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
105.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
105.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
104.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
104.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
103.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
103.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
102.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
102.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
101.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
101.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
101.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
101.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
101.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
100.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
100.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
99.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
98.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
98.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
98.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
98.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
96.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
96.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
95.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
94.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
94.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
94.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
93.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
93.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
92.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
92.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
92.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
92.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
92.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
90.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
90.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
90.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
89.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
89.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
89.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
89.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
88.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
88.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
87.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
87.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
87.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
86.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
86.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
86.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
86.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
85.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
84.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
83.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
83.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
83.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
82.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
82.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
81.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
81.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
80.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
79.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
78.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
77.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
76.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
76.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
76.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
75.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
74.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
74.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
73.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
73.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
72.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
72.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
71.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
69.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
69.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
69.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
68.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
67.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
67.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
66.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
65.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
65.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
65.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
63.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
62.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
62.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
61.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
55.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
55.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
54.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
54.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
52.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
51.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
51.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
49.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
48.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
41.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
41.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
32.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
28.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
19.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.0
CPT0078660003
Tumor
0.9
CPT0064370003
Tumor
0.7
CPT0001220008
Tumor
0.6
CPT0078510003
Tumor
0.6
CPT0089020003
Tumor
0.6
CPT0076350001
Normal
0.6
CPT0012770003
Normal
0.5
CPT0002270011
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0012550003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0012900004
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0063640001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0001180009
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0017450001
Normal
0.2
CPT0009000003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0065690003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0015910003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0087050003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0078530001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0012090003
Normal
0.0
CPT0000790001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0066430001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0001190001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0012670003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0025350003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0063630003
Tumor
-0.1
CPT0086970003
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0092190003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0017410003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0079000001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0088760003
Tumor
-0.3
CPT0007470001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0019990003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0075130003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0007860003
Tumor
-0.5
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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.
The Human Protein Atlas project is funded
