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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.
MT1F 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
4.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
41.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
15.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
6.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
6.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
5.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
4.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
MT1F is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
84.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
805.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
614.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
611.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
588.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
577.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
508.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
496.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
441.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
396.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
390.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
385.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
368.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
352.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
343.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
332.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
320.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
313.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
312.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
310.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
309.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
308.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
305.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
304.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
303.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
302.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
294.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
287.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
283.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
281.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
275.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
268.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
257.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
255.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
254.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
253.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
253.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
252.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
249.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
241.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
235.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
228.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
227.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
225.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
224.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
224.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
224.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
221.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
219.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
219.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
219.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
216.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
212.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
212.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
208.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
206.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
204.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
203.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
200.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
199.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
198.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
186.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
184.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
182.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
179.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
179.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
174.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
173.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
171.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
170.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
166.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
163.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
157.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
157.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
156.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
155.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
155.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
152.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
150.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
150.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
150.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
150.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
147.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
147.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
145.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
143.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
142.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
142.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
141.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
140.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
140.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
140.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
138.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
136.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
136.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
133.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
133.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
132.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
132.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
130.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
128.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
127.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
127.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
126.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
125.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
124.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
124.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
123.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
123.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
123.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
122.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
122.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
121.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
117.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
115.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
115.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
114.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
114.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
114.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
113.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
113.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
112.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
111.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
110.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
110.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
107.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
106.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
106.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
106.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
105.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
104.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
102.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
101.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
100.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
100.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
99.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
99.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
99.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
98.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
97.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
96.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
96.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
95.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
94.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
93.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
93.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
93.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
93.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
91.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
91.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
91.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
90.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
89.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
89.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
89.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
88.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
88.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
88.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
87.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
87.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
87.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
86.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
85.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
85.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
82.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
82.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
82.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
82.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
82.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
81.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
81.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
80.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
80.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
80.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
80.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
79.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
79.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
78.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
78.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
77.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
77.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
76.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
76.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
76.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
76.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
75.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
75.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
74.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
74.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
74.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
74.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
74.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
73.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
73.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
73.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
73.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
72.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
70.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
70.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
69.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
69.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
69.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
69.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
68.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
67.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
67.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
67.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
66.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
66.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
65.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
65.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
64.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
64.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
64.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
63.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
63.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
62.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
62.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
61.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
61.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
61.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
60.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
60.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
59.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
59.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
59.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
58.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
58.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
58.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
58.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
58.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
57.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
57.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
56.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
56.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
55.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
55.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
55.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
55.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
54.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
54.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
54.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
54.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
54.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
54.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
53.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
53.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
52.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
51.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
50.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
50.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
50.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
50.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
50.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
50.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
49.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
49.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
49.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
49.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
49.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
48.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
48.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
48.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
48.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
48.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
48.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
47.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
47.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
46.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
46.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
46.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
46.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
45.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
45.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
45.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
44.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
44.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
44.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
44.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
44.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
43.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
43.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
43.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
43.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
43.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
42.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
42.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
42.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
41.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
41.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
41.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
41.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
40.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
40.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
40.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
39.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
39.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
39.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
38.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
38.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
38.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
38.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
38.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
37.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
37.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
37.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
37.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
37.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
37.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
37.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
37.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
36.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
35.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
35.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
34.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
34.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
34.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
34.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
33.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
33.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
33.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
33.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
33.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
33.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
33.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
32.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
32.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
32.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
32.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
32.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
32.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
32.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
31.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
31.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
31.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
31.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
30.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
30.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
30.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
29.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
29.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
29.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
29.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
29.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
29.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
28.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
28.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
28.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
28.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
27.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
27.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
26.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
26.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
26.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
26.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
25.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
25.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
25.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
25.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
24.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
24.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
23.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
22.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
22.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
21.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
20.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
20.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
18.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
17.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
17.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
16.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
16.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
16.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
15.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
15.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
14.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
13.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
11.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
11.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
11.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
11.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
11.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
11.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
9.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
9.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
8.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
8.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
8.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
8.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
7.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
7.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
7.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
5.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
4.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
4.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
4.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
4.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
4.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
4.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
3.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 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.
MT1F 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
93.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
528.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
525.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
413.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
391.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
380.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
360.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
340.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
280.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
274.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
267.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
251.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
251.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
220.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
197.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
191.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
187.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
177.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
142.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
133.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
130.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
122.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
121.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
118.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
117.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
116.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
113.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
111.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
94.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
91.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
90.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
89.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
82.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
74.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
73.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
71.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
69.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
68.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
66.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
66.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
61.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
60.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
58.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
58.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
56.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
54.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
53.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
51.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
51.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
48.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
47.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
46.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
45.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
45.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
41.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
40.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
37.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
37.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
36.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
36.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
36.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
33.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
33.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
29.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
29.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
28.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
25.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
25.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
24.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
23.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
22.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
21.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
19.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
19.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
14.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
14.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
7.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
7.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
3.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
MT1F 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
90.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8537.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
870.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
347.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
343.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
317.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
276.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
259.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
257.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
234.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
218.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
216.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
212.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
205.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
203.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
196.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
192.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
187.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
183.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
174.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
168.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
164.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
159.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
157.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
152.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
147.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
144.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
143.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
143.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
141.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
136.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
132.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
131.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
127.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
124.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
123.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
121.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
119.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
118.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
117.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
115.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
114.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
114.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
113.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
113.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
113.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
113.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
112.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
106.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
106.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
102.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
96.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
96.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
96.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
95.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
87.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
87.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
86.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
85.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
85.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
83.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
82.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
81.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
80.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
80.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
79.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
79.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
79.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
78.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
75.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
74.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
74.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
73.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
72.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
72.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
71.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
70.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
69.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
69.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
69.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
68.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
68.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
68.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
67.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
65.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
65.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
64.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
63.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
62.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
61.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
60.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
60.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
59.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
59.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
58.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
58.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
58.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
57.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
57.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
57.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
56.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
56.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
56.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
55.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
55.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
55.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
54.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
54.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
53.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
53.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
52.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
51.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
50.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
50.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
49.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
49.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
48.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
48.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
48.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
47.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
44.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
44.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
44.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
44.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
44.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
43.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
43.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
43.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
42.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
42.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
41.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
40.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
40.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
39.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
39.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
38.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
36.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
36.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
35.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
35.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
35.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
35.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
34.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
34.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
34.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
34.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
33.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
33.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
33.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
32.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
32.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
32.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
32.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
31.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
31.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
30.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
30.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
30.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
30.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
30.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
30.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
29.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
29.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
29.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
29.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
29.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
28.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
28.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
28.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
28.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
28.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
27.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
26.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
25.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
25.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
25.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
25.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
25.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
24.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
23.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
22.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
21.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
21.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
20.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
20.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
19.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
19.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
17.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
17.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
17.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
16.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
16.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
14.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
14.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
13.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
12.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
11.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
10.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
10.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
9.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
8.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
7.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
2.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
1.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0020130001
Normal
3.2
CPT0075570001
Normal
2.9
CPT0088920001
Normal
2.1
CPT0014130001
Normal
2.0
CPT0069010001
Normal
1.7
CPT0079000001
Normal
1.6
CPT0018250001
Normal
1.6
CPT0081620001
Normal
1.6
CPT0076350001
Normal
1.5
CPT0026420001
Normal
1.5
CPT0082010001
Normal
1.5
CPT0007870001
Normal
1.4
CPT0087050003
Normal
1.3
CPT0075170001
Normal
1.3
CPT0078840001
Normal
1.3
CPT0065450001
Normal
1.2
CPT0086370003
Normal
1.2
CPT0020020001
Normal
1.1
CPT0000890001
Normal
1.1
CPT0017450001
Normal
1.1
CPT0088570001
Normal
1.1
CPT0009080003
Normal
1.0
CPT0012770003
Normal
1.0
CPT0078670001
Normal
1.0
CPT0077320001
Normal
1.0
CPT0078530001
Normal
1.0
CPT0066430001
Normal
1.0
CPT0088500001
Normal
1.0
CPT0092740003
Normal
0.9
CPT0001350001
Normal
0.9
CPT0013790003
Normal
0.9
CPT0012570003
Normal
0.9
CPT0066520001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0089040001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0000660001
Normal
0.7
CPT0012090003
Normal
0.6
CPT0010170001
Normal
0.6
CPT0064400001
Normal
0.6
CPT0084590001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0006530001
Normal
0.5
CPT0000790001
Normal
0.5
CPT0012290003
Normal
0.5
CPT0012920003
Normal
0.5
CPT0063330001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0001510001
Normal
0.4
CPT0025060001
Normal
0.4
CPT0088710001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0010120001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0014470001
Normal
0.3
CPT0078940001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0088780001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0023360001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0001270001
Normal
0.1
CPT0069190001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0088690003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0077500001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0001340003
Tumor
-0.4
CPT0001190001
Normal
-0.4
CPT0001550001
Normal
-0.5
CPT0092190003
Normal
-0.6
CPT0019160001
Normal
-0.7
CPT0001230001
Normal
-0.7
CPT0079300001
Normal
-0.9
CPT0024680001
Normal
-0.9
CPT0025170003
Tumor
-0.9
CPT0086970003
Normal
-1.0
CPT0069000003
Tumor
-1.0
CPT0079510001
Normal
-1.1
CPT0015910003
Tumor
-1.2
CPT0086870003
Tumor
-1.3
CPT0020120003
Tumor
-1.4
CPT0014450004
Tumor
-1.5
CPT0009000003
Tumor
-1.5
CPT0081600003
Tumor
-1.6
CPT0088970003
Tumor
-1.6
CPT0019990003
Tumor
-1.6
CPT0084560003
Tumor
-1.6
CPT0086820003
Tumor
-1.6
CPT0088550004
Tumor
-1.7
CPT0019130003
Tumor
-1.7
CPT0079270003
Tumor
-1.7
CPT0011410003
Tumor
-1.7
CPT0066480003
Tumor
-1.7
CPT0006440003
Tumor
-1.8
CPT0063630003
Tumor
-1.8
CPT0000640003
Tumor
-1.8
CPT0063320003
Tumor
-1.8
CPT0001260009
Tumor
-2.0
CPT0075560003
Tumor
-2.0
CPT0010110003
Tumor
-2.0
CPT0076330003
Tumor
-2.1
CPT0065930003
Tumor
-2.1
CPT0071150004
Tumor
-2.1
CPT0088630003
Tumor
-2.1
CPT0024670003
Tumor
-2.1
CPT0007860003
Tumor
-2.1
CPT0025580004
Tumor
-2.2
CPT0026410003
Tumor
-2.2
CPT0025230003
Tumor
-2.2
CPT0078510003
Tumor
-2.3
CPT0065870003
Tumor
-2.3
CPT0088900003
Tumor
-2.3
CPT0078830003
Tumor
-2.3
CPT0000780007
Tumor
-2.3
CPT0012900004
Tumor
-2.3
CPT0006630003
Tumor
-2.3
CPT0078990003
Tumor
-2.4
CPT0086360003
Tumor
-2.4
CPT0079480003
Tumor
-2.5
CPT0092730003
Tumor
-2.5
CPT0092790003
Tumor
-2.5
CPT0006900003
Tumor
-2.5
CPT0077310003
Tumor
-2.5
CPT0007320003
Tumor
-2.6
CPT0092290003
Tumor
-2.6
CPT0081880003
Tumor
-2.6
CPT0000870016
Tumor
-2.6
CPT0011240003
Tumor
-2.6
CPT0089460004
Tumor
-2.6
CPT0088760003
Tumor
-2.6
CPT0075130003
Tumor
-2.6
CPT0088480003
Tumor
-2.7
CPT0079230003
Tumor
-2.7
CPT0012370003
Tumor
-2.7
CPT0087040003
Tumor
-2.7
CPT0014370004
Tumor
-2.7
CPT0010160003
Tumor
-2.7
CPT0089020003
Tumor
-2.7
CPT0065430003
Tumor
-2.8
CPT0001500009
Tumor
-2.8
CPT0092160003
Tumor
-2.8
CPT0069160003
Tumor
-2.9
CPT0081990003
Tumor
-2.9
CPT0086950003
Tumor
-2.9
CPT0012080003
Tumor
-2.9
CPT0002350011
Tumor
-2.9
CPT0077110003
Tumor
-2.9
CPT0077490003
Tumor
-3.0
CPT0012670003
Tumor
-3.1
CPT0001540009
Tumor
-3.1
CPT0066470004
Tumor
-3.1
CPT0025050003
Tumor
-3.1
CPT0025290003
Tumor
-3.1
CPT0025350003
Tumor
-3.1
CPT0064370003
Tumor
-3.2
CPT0023690003
Tumor
-3.2
CPT0001220008
Tumor
-3.3
CPT0017410003
Tumor
-3.3
CPT0025880003
Tumor
-3.3
CPT0002270011
Tumor
-3.3
CPT0009060003
Tumor
-3.3
CPT0065810003
Tumor
-3.4
CPT0025110003
Tumor
-3.4
CPT0023350003
Tumor
-3.4
CPT0014160003
Tumor
-3.5
CPT0078660003
Tumor
-3.5
CPT0001180009
Tumor
-3.6
CPT0012550003
Tumor
-3.7
CPT0078800003
Tumor
-3.7
CPT0012180003
Tumor
-3.7
CPT0012280003
Tumor
-3.8
CPT0086030003
Tumor
-3.8
CPT0079410003
Tumor
-3.8
CPT0078930003
Tumor
-3.8
CPT0065690003
Tumor
-3.9
CPT0079180003
Tumor
-4.2
CPT0021240003
Tumor
-4.3
CPT0085670003
Tumor
-4.4
CPT0015810003
Tumor
-4.5
CPT0079380003
Tumor
-4.6
CPT0015730003
Tumor
-4.8
CPT0065750003
Tumor
-4.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
