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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.
EIF3I 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
81.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
236.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
235.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
179.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
158.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
132.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
128.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
126.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
122.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
110.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
109.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
107.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
102.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
100.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
100.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
98.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
95.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
94.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
90.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
89.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
88.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
87.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
85.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
83.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
81.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
81.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
77.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
76.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
74.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
74.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
74.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
72.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
72.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
71.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
70.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
70.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
68.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
68.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
67.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
66.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
66.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
64.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
63.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
63.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
61.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
61.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
61.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
61.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
60.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
60.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
57.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
56.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
50.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
50.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
50.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
48.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
48.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
46.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
45.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
43.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
42.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
39.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
39.8
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.
EIF3I 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
120.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
239.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
233.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
230.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
213.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
212.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
210.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
209.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
204.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
199.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
198.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
198.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
192.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
188.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
187.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
187.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
186.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
185.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
185.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
185.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
184.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
184.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
183.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
183.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
183.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
179.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
178.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
177.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
177.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
172.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
172.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
170.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
170.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
170.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
169.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
167.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
167.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
165.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
165.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
165.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
164.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
164.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
162.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
161.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
161.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
161.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
160.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
160.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
160.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
159.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
159.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
158.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
158.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
158.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
158.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
157.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
157.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
157.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
157.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
156.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
156.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
156.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
155.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
155.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
155.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
154.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
154.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
154.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
154.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
154.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
153.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
153.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
153.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
153.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
153.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
153.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
152.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
152.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
152.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
151.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
151.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
151.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
151.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
151.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
150.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
150.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
150.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
150.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
150.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
150.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
149.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
149.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
149.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
148.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
148.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
148.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
148.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
148.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
148.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
148.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
147.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
147.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
147.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
147.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
147.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
147.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
146.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
146.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
146.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
146.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
146.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
146.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
146.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
145.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
145.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
145.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
145.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
145.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
144.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
144.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
144.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
144.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
143.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
143.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
143.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
143.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
143.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
143.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
143.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
142.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
142.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
142.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
142.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
142.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
142.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
141.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
140.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
140.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
140.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
140.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
140.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
140.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
140.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
139.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
139.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
139.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
139.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
138.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
138.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
138.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
138.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
138.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
138.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
137.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
137.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
137.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
136.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
136.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
136.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
136.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
135.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
135.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
135.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
135.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
134.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
134.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
134.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
134.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
134.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
134.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
133.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
133.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
133.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
133.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
133.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
132.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
132.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
131.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
131.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
131.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
131.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
131.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
131.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
131.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
131.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
131.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
130.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
130.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
130.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
130.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
130.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
130.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
130.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
130.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
129.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
129.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
129.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
129.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
129.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
129.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
128.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
128.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
128.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
128.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
128.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
128.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
128.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
127.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
127.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
127.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
127.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
127.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
127.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
127.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
126.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
126.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
126.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
126.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
126.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
126.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
126.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
125.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
125.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
125.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
125.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
124.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
124.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
124.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
124.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
124.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
123.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
123.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
123.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
122.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
122.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
122.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
122.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
122.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
122.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
122.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
122.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
121.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
121.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
121.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
121.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
121.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
121.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
121.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
121.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
120.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
120.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
120.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
120.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
120.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
120.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
120.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
120.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
120.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
120.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
120.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
119.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
119.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
119.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
119.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
119.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
119.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
119.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
118.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
118.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
118.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
118.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
118.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
118.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
118.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
118.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
118.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
117.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
117.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
117.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
117.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
117.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
116.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
116.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
116.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
116.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
116.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
116.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
116.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
115.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
115.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
115.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
115.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
115.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
115.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
115.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
115.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
114.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
114.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
114.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
114.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
114.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
114.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
114.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
114.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
113.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
113.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
113.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
113.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
113.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
112.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
112.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
112.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
112.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
112.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
112.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
111.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
111.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
111.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
111.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
111.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
111.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
111.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
110.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
110.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
110.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
110.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
109.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
109.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
109.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
109.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
109.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
109.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
108.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
108.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
108.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
108.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
108.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
108.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
107.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
107.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
107.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
107.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
107.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
107.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
107.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
106.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
106.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
106.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
106.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
106.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
105.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
105.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
105.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
105.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
104.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
104.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
104.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
104.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
104.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
103.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
103.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
103.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
103.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
103.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
102.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
102.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
102.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
102.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
102.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
102.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
102.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
102.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
101.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
101.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
101.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
101.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
101.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
101.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
100.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
100.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
100.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
100.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
100.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
100.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
99.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
99.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
99.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
99.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
99.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
98.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
98.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
98.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
98.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
98.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
98.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
97.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
97.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
97.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
97.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
96.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
96.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
96.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
96.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
96.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
96.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
96.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
95.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
95.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
95.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
94.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
94.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
94.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
93.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
93.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
92.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
92.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
92.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
92.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
91.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
91.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
91.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
91.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
91.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
91.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
91.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
91.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
91.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
90.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
90.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
89.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
88.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
88.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
88.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
88.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
88.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
88.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
88.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
88.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
87.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
86.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
86.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
86.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
86.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
86.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
86.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
86.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
85.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
85.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
85.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
84.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
84.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
84.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
84.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
84.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
83.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
83.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
83.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
83.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
83.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
83.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
82.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
81.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
80.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
80.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
80.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
80.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
80.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
79.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
78.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
78.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
78.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
77.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
77.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
77.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
75.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
74.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
74.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
74.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
74.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
74.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
73.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
73.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
73.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
73.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
72.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
72.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
71.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
71.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
71.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
71.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
70.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
69.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
69.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
67.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
67.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
66.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
63.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
60.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
60.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
59.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
59.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
58.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
57.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
57.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
57.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
56.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
56.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
55.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
55.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
55.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
54.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
54.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
53.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
52.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
51.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
46.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
46.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
45.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
42.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
41.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
38.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
EIF3I 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
127.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
244.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
220.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
210.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
176.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
169.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
167.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
164.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
164.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
161.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
158.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
157.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
153.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
152.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
151.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
150.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
149.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
149.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
149.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
148.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
147.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
146.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
145.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
144.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
144.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
144.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
142.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
141.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
140.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
139.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
139.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
138.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
138.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
138.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
137.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
136.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
136.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
136.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
135.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
134.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
133.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
132.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
131.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
130.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
130.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
130.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
130.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
129.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
129.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
128.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
126.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
126.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
126.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
125.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
125.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
125.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
125.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
124.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
124.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
124.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
124.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
123.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
123.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
123.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
123.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
121.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
121.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
120.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
119.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
118.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
118.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
118.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
117.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
115.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
114.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
113.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
111.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
111.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
110.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
110.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
109.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
109.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
107.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
105.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
102.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
102.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
100.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
98.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
96.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
94.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
92.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
90.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
86.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
82.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
79.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
76.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
73.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
72.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
64.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
58.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF3I 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
130.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
327.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
290.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
280.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
270.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
263.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
258.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
248.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
229.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
225.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
225.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
220.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
218.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
217.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
217.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
216.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
213.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
213.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
211.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
209.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
209.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
208.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
207.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
206.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
197.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
195.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
194.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
193.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
192.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
190.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
190.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
189.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
189.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
189.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
187.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
186.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
181.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
179.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
176.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
175.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
175.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
175.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
174.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
172.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
172.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
171.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
171.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
168.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
166.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
165.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
165.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
165.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
164.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
164.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
163.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
163.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
161.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
159.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
158.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
158.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
156.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
156.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
156.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
155.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
153.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
153.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
151.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
150.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
150.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
149.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
149.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
148.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
147.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
147.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
146.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
146.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
146.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
146.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
146.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
146.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
145.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
145.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
144.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
144.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
144.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
143.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
143.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
142.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
142.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
142.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
142.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
141.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
141.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
141.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
141.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
140.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
140.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
140.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
138.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
138.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
138.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
137.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
137.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
136.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
136.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
135.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
134.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
134.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
133.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
133.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
132.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
131.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
131.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
131.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
130.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
130.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
129.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
129.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
129.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
129.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
129.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
128.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
128.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
128.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
128.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
128.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
127.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
126.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
126.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
126.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
126.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
126.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
126.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
126.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
125.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
125.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
125.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
125.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
123.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
123.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
123.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
123.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
123.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
123.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
122.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
122.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
121.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
121.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
121.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
121.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
121.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
121.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
120.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
120.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
120.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
120.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
120.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
120.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
120.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
119.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
119.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
119.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
119.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
118.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
118.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
118.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
118.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
118.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
118.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
118.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
117.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
117.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
117.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
116.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
116.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
115.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
115.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
114.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
114.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
114.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
114.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
113.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
112.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
112.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
111.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
111.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
111.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
111.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
111.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
109.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
109.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
108.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
108.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
107.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
106.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
106.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
106.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
105.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
105.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
105.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
105.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
105.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
104.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
104.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
103.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
103.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
103.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
103.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
103.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
102.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
102.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
101.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
101.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
101.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
101.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
100.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
100.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
99.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
99.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
99.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
98.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
98.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
97.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
97.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
96.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
96.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
95.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
95.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
95.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
95.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
95.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
95.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
94.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
94.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
92.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
92.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
90.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
90.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
90.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
88.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
88.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
88.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
87.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
86.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
86.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
86.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
85.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
84.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
83.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
82.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
82.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
82.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
82.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
81.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
80.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
80.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
80.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
78.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
78.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
78.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
78.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
78.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
77.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
77.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
77.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
74.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
74.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
71.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
70.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
67.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
67.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
66.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
66.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
65.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
64.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
62.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
61.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
51.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
48.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
37.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
34.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
34.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
20.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.6
CPT0088550004
Tumor
0.6
CPT0012550003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0023350003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0001180009
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0017410003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0009000003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0017450001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0001500009
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0079510001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0025610001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0021240003
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0079480003
Tumor
N/A
CPT0075560003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0079430001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0019990003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0007870001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0007860003
Tumor
-0.2
CPT0020120003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
