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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.
IFITM3 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
259.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
1217.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
771.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
758.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
609.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
542.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
488.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
465.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
434.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
418.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
413.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
403.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
370.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
370.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
364.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
361.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
343.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
332.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
331.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
303.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
280.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
263.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
262.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
254.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
249.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
248.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
247.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
236.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
234.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
231.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
228.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
221.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
221.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
216.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
214.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
213.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
213.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
206.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
206.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
177.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
174.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
169.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
161.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
147.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
146.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
144.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
133.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
129.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
127.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
121.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
119.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
119.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
115.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
110.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
110.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
108.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
97.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
96.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
94.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
85.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
83.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
61.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
IFITM3 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
1376.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
4353.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
3792.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
3631.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3534.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
3197.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3187.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3170.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
3161.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
3150.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
2659.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
2649.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
2493.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
2452.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
2443.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2442.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
2391.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2378.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
2376.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2342.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2327.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
2320.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2318.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
2293.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
2289.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2286.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2269.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2266.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2256.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
2250.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
2249.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2243.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2239.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
2227.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
2226.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
2223.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
2202.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
2183.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2180.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
2177.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
2169.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
2169.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
2140.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
2137.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2135.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
2131.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
2128.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
2106.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
2105.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
2095.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
2080.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
2076.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
2075.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
2048.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2034.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
2021.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2014.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
2013.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1982.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1982.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1979.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1973.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1967.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1958.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1957.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
1953.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1934.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1921.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1919.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1898.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1887.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1887.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1884.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1876.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1873.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1869.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1867.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1854.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1845.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1836.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1831.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1828.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1826.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
1819.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1817.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1811.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1808.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1804.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1803.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1798.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1794.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1793.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
1788.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
1785.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
1785.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1781.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1780.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1780.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1779.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1776.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1776.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1775.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1770.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1767.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
1764.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1762.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1761.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1760.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
1757.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1746.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1745.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1745.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1744.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
1742.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1741.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1740.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1739.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1733.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1724.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1714.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
1708.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1707.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1699.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
1699.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1697.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
1696.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1696.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1696.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1693.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1691.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1686.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1678.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1677.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1675.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1674.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
1672.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1663.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1663.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1660.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1659.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1658.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1658.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1652.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1650.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1649.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1645.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1644.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1644.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1643.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1642.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1637.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
1634.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1628.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
1625.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
1624.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1624.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1622.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1622.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1618.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1616.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1614.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1613.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1611.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1609.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1606.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1604.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1597.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1597.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1595.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1593.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1592.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
1589.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1588.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1588.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1587.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1578.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
1577.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1575.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1572.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
1570.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1566.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1565.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1560.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1555.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1553.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1552.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1550.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1549.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1547.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1544.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1543.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1542.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1537.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1537.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1536.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1533.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1530.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1530.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
1529.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
1526.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1518.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1508.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1506.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
1505.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
1502.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
1501.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1500.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1496.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1491.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1486.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1485.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1484.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1483.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1482.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1479.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1477.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1471.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
1470.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1469.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1468.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
1466.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1466.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
1465.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1462.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1458.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1458.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1458.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1457.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1456.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
1454.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1444.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1444.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1437.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1435.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1433.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1432.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
1428.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1422.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1420.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1416.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1414.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1411.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1408.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1406.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1405.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1401.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1395.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1390.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1390.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1386.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1384.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
1381.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
1379.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
1375.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1371.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1369.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1367.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1362.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
1351.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1349.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1347.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1344.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1340.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1336.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1336.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1334.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1329.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1328.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1328.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1326.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1326.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1325.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1325.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1323.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1322.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
1318.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1308.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
1302.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
1302.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1300.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1299.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1296.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1294.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1292.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1290.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1290.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1278.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1277.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
1268.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1267.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
1266.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1264.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1261.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1261.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1261.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1260.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1259.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1258.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1255.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1254.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1252.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1250.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1247.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
1247.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1244.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1244.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1244.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1239.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1231.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
1226.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1226.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1225.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1224.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1219.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1217.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1207.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1206.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1206.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1204.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1196.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1195.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1194.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1190.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1189.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1185.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1184.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1178.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1177.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1176.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1176.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1166.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1164.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1162.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
1159.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1159.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1157.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
1155.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1154.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
1153.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1149.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1147.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1141.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1140.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
1135.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
1135.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
1134.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1134.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1134.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1130.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1127.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1126.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1124.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1123.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1119.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1117.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1108.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1106.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1105.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
1104.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1103.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1103.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1103.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1102.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1098.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1098.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1096.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1087.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1087.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1085.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1083.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1082.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1079.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1075.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1071.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1070.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1069.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1069.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1067.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1063.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1058.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1056.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1055.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1054.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1047.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1042.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1040.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1040.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1032.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
1031.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1031.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1025.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1017.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1015.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
1004.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
998.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
994.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
994.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
993.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
993.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
985.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
982.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
981.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
969.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
968.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
967.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
965.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
965.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
961.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
961.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
958.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
955.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
953.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
952.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
951.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
948.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
947.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
942.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
939.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
938.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
938.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
936.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
933.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
933.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
930.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
919.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
917.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
913.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
898.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
894.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
890.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
883.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
881.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
879.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
874.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
872.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
870.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
866.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
865.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
860.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
858.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
857.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
856.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
856.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
851.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
849.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
848.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
843.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
841.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
839.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
837.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
833.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
832.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
829.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
824.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
813.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
812.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
812.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
801.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
798.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
791.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
790.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
787.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
781.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
780.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
780.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
779.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
755.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
748.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
746.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
743.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
740.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
738.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
735.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
721.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
721.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
720.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
717.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
710.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
693.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
687.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
684.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
678.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
671.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
634.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
631.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
613.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
602.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
582.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
578.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
575.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
570.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
565.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
551.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
550.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
519.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
509.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
483.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
474.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
450.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
375.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
365.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
332.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
328.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
309.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
305.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
294.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
290.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
282.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
281.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
232.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
229.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
229.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
227.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
221.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
209.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
204.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
203.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
195.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
179.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
174.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
105.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFITM3 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
875.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2419.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1969.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1966.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1890.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1655.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1582.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1522.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1502.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1379.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1341.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
1317.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
1220.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1195.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1176.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1153.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1151.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1144.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1142.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1119.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1106.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1094.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1088.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1080.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1073.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1046.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
1035.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1031.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1030.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1027.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1008.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1007.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1006.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
999.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
984.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
971.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
947.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
936.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
932.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
910.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
905.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
888.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
887.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
864.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
847.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
839.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
836.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
836.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
831.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
825.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
822.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
818.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
809.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
808.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
806.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
802.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
792.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
790.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
789.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
783.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
759.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
758.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
757.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
757.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
747.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
740.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
734.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
720.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
708.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
706.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
670.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
667.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
667.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
650.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
643.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
626.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
621.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
618.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
612.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
610.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
605.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
592.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
592.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
567.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
510.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
504.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
486.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
474.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
457.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
454.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
442.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
435.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
418.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
411.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
393.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
356.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
330.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
313.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
265.3
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.
IFITM3 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
841.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5983.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3631.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
3174.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2929.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
2908.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
2477.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2320.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
2165.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
2141.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2116.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2061.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2015.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1999.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1984.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1983.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1924.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1840.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1730.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
1724.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1710.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1709.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1677.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1669.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1662.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1662.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1661.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1637.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1627.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1613.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1589.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1551.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1507.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1502.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1497.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1495.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1471.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1467.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1461.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1436.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1422.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1422.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1421.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1419.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1404.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1403.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1376.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1364.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1327.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1326.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1301.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1296.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1294.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1280.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1260.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1258.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1234.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1233.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1231.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1229.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
1224.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1221.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1213.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1210.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1207.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1161.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1134.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1120.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
1113.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1112.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1105.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1093.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1083.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1081.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1077.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1075.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1073.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1050.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1049.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1041.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
1039.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1030.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1026.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1017.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1016.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1009.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1009.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
999.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
992.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
990.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
990.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
989.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
987.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
971.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
965.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
959.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
949.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
931.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
915.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
905.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
905.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
903.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
898.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
897.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
886.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
878.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
875.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
867.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
866.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
861.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
860.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
853.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
846.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
840.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
833.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
830.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
829.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
829.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
818.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
815.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
813.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
808.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
803.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
796.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
795.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
793.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
791.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
789.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
778.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
778.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
763.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
752.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
750.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
750.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
749.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
748.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
738.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
720.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
712.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
704.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
700.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
697.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
693.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
693.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
683.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
678.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
674.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
673.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
670.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
670.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
670.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
665.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
655.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
653.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
649.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
646.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
640.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
638.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
627.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
620.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
609.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
607.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
606.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
597.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
592.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
590.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
589.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
587.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
586.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
583.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
582.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
580.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
580.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
578.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
567.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
559.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
557.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
552.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
547.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
518.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
517.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
509.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
508.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
505.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
502.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
501.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
493.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
492.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
488.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
482.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
479.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
479.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
477.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
475.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
472.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
468.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
461.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
459.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
458.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
455.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
454.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
450.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
450.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
447.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
446.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
440.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
436.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
432.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
431.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
425.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
422.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
411.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
406.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
404.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
395.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
387.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
385.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
384.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
382.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
376.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
376.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
375.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
375.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
371.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
366.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
357.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
348.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
347.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
347.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
343.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
339.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
339.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
335.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
325.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
324.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
322.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
318.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
318.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
312.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
311.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
302.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
298.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
294.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
288.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
287.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
287.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
283.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
277.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
261.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
248.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
240.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
237.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
237.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
234.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
227.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
224.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
220.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
217.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
214.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
212.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
211.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
210.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
189.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
189.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
185.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
178.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
162.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
142.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
133.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
129.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
118.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
117.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
117.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
87.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
83.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
83.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
75.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
66.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
55.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
0.9
CPT0079510001
Normal
0.8
CPT0066480003
Tumor
0.8
CPT0075170001
Normal
0.8
CPT0069000003
Tumor
0.7
CPT0089020003
Tumor
0.7
CPT0065750003
Tumor
0.6
CPT0065930003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0006440003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0000640003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0069190001
Normal
0.5
CPT0017850003
Tumor
0.5
CPT0009000003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0000890001
Normal
0.4
CPT0079380003
Tumor
0.4
CPT0011410003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0025050003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0014370004
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0077110003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0081990003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0065820001
Normal
0.3
CPT0076330003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0012290003
Normal
0.3
CPT0081600003
Tumor
0.3
CPT0001190001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0069010001
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0013790003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0081880003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0001350001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0092790003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0001260009
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0079480003
Tumor
-0.3
CPT0006950001
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0001510001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0086360003
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0092160003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0007870001
Normal
-0.4
CPT0023360001
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0001340003
Tumor
-0.5
CPT0066430001
Normal
-0.5
CPT0086820003
Tumor
-0.5
CPT0086950003
Tumor
-0.5
CPT0092740003
Normal
-0.6
CPT0007320003
Tumor
-0.7
CPT0088970003
Tumor
-0.8
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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
