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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.
MT1G 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
9.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
123.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
65.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
56.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
40.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
29.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
24.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
22.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
17.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
12.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
11.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
11.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
7.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
5.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
MT1G 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
87.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
3136.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2124.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1695.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1607.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1300.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1169.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1138.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
1122.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
849.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
710.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
699.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
617.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
581.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
573.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
535.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
526.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
514.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
512.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
503.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
489.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
484.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
477.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
476.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
471.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
437.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
403.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
392.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
368.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
357.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
354.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
353.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
353.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
311.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
295.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
283.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
282.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
277.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
276.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
269.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
263.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
254.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
252.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
244.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
238.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
233.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
231.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
230.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
224.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
222.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
222.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
221.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
221.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
220.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
218.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
216.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
214.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
212.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
211.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
201.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
200.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
197.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
192.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
188.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
185.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
183.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
180.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
179.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
178.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
171.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
170.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
169.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
162.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
159.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
156.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
156.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
155.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
155.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
154.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
152.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
152.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
147.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
144.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
144.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
142.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
140.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
140.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
139.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
138.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
129.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
128.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
126.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
124.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
114.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
113.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
110.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
107.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
106.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
104.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
101.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
97.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
92.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
90.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
90.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
87.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
87.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
87.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
86.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
85.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
85.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
85.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
82.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
82.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
82.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
79.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
78.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
76.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
76.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
75.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
73.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
73.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
67.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
66.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
65.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
65.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
65.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
63.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
61.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
60.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
60.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
60.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
59.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
59.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
58.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
56.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
56.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
56.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
54.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
51.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
49.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
49.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
49.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
48.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
47.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
46.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
45.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
44.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
44.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
43.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
43.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
43.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
41.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
41.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
40.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
40.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
40.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
39.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
39.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
39.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
38.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
38.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
37.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
37.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
37.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
36.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
35.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
35.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
35.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
34.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
33.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
33.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
33.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
32.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
31.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
31.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
30.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
30.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
30.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
30.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
29.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
29.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
29.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
28.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
28.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
28.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
26.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
25.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
25.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
25.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
25.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
24.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
24.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
24.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
23.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
23.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
23.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
23.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
22.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
22.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
21.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
21.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
21.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
21.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
21.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
21.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
20.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
19.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
19.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
19.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
18.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
18.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
18.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
17.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
17.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
15.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
15.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
15.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
14.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
14.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
14.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
12.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
12.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
12.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
12.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
12.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
11.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
10.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
10.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
9.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
9.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
9.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
9.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
9.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
8.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
8.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
8.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
8.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
7.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
7.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
7.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
7.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
7.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
7.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
7.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
7.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
6.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
6.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
6.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
6.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
6.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
6.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
6.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
6.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
6.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
5.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
5.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
5.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
5.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
5.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
5.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
5.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
5.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
5.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
5.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
5.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
5.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
5.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
5.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
5.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
5.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
4.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
4.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
4.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
4.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
4.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
4.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
4.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
4.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
4.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
4.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
4.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
4.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
4.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
4.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
4.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
4.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
4.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
3.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
3.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
3.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
3.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
3.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
3.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
3.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
3.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
3.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
3.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
3.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
3.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
3.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
3.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
3.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
3.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
3.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
2.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
2.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
2.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
2.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
2.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
2.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
2.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
2.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
2.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
2.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
2.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
2.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
2.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
2.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
2.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
2.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
2.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
2.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
2.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
2.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
2.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
2.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
2.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
2.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
2.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
2.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
2.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
2.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
2.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
1.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
1.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
1.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
1.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
1.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
1.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
1.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
0.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
0.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
0.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
0.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
0.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
0.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
0.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
0.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
0.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
0.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
0.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
0.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
0.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
0.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
0.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
0.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
0.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
0.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
MT1G 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
158.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
1872.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1730.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1607.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1385.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
929.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
864.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
863.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
767.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
525.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
434.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
433.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
416.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
395.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
343.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
320.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
255.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
239.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
208.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
206.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
155.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
102.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
98.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
90.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
83.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
72.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
71.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
69.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
62.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
57.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
56.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
49.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
47.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
47.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
47.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
42.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
42.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
37.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
35.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
33.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
32.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
30.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
30.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
30.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
29.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
23.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
20.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
18.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
12.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
9.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
9.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
8.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
8.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
7.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
6.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
5.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
4.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
4.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
4.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
3.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
3.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
2.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
1.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
0.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
0.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
0.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 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.
MT1G 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
126.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
30562.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
520.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
375.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
323.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
298.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
149.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
133.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
114.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
109.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
106.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
105.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
102.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
92.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
90.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
84.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
81.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
69.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
68.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
67.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
64.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
49.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
48.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
47.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
47.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
47.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
46.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
44.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
43.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
42.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
42.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
40.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
38.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
35.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
31.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
30.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
29.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
28.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
28.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
28.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
27.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
27.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
26.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
24.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
24.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
21.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
20.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
20.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
18.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
16.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
15.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
14.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
14.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
14.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
12.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
12.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
11.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
11.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
10.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
10.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
10.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
10.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
9.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
8.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
8.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
7.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
6.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
6.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
6.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
5.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
4.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
4.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
4.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
4.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
4.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
3.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
3.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
3.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
3.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
2.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
2.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
2.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
2.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
2.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
2.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
2.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
2.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
2.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
1.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
0.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
0.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
0.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
0.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
0.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
0.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
0.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
0.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
0.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
0.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
0.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0075570001
Normal
2.3
CPT0088920001
Normal
2.3
CPT0026420001
Normal
1.9
CPT0081620001
Normal
1.8
CPT0020130001
Normal
1.7
CPT0014130001
Normal
1.7
CPT0069010001
Normal
1.7
CPT0079000001
Normal
1.6
CPT0076350001
Normal
1.5
CPT0087050003
Normal
1.5
CPT0082010001
Normal
1.5
CPT0078840001
Normal
1.4
CPT0009080003
Normal
1.4
CPT0020020001
Normal
1.4
CPT0018250001
Normal
1.4
CPT0078670001
Normal
1.3
CPT0007870001
Normal
1.3
CPT0000890001
Normal
1.3
CPT0086370003
Normal
1.2
CPT0065450001
Normal
1.2
CPT0078530001
Normal
1.1
CPT0075170001
Normal
1.1
CPT0077140001
Normal
1.1
CPT0013790003
Normal
1.1
CPT0066430001
Normal
1.0
CPT0012570003
Normal
1.0
CPT0012770003
Normal
1.0
CPT0001350001
Normal
1.0
CPT0017450001
Normal
1.0
CPT0088570001
Normal
1.0
CPT0092740003
Normal
0.9
CPT0012090003
Normal
0.9
CPT0007470001
Normal
0.9
CPT0089040001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0006950001
Normal
0.8
CPT0064400001
Normal
0.8
CPT0000790001
Normal
0.7
CPT0063640001
Normal
0.7
CPT0066520001
Normal
0.7
CPT0006530001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0089480003
Normal
0.5
CPT0063330001
Normal
0.5
CPT0000660001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0077320001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0088710001
Normal
0.5
CPT0009020003
Normal
0.5
CPT0088500001
Normal
0.5
CPT0086890003
Normal
0.4
CPT0088780001
Normal
0.4
CPT0012920003
Normal
0.4
CPT0012290003
Normal
0.4
CPT0001510001
Normal
0.4
CPT0023360001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0002370001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0010120001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0065820001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0001270001
Normal
-0.1
CPT0084590001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0014350001
Normal
-0.3
CPT0019160001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0088690003
Tumor
-0.6
CPT0017850003
Tumor
-0.6
CPT0024680001
Normal
-0.7
CPT0001340003
Tumor
-0.7
CPT0001190001
Normal
-0.8
CPT0075720003
Tumor
-0.9
CPT0086970003
Normal
-1.0
CPT0009000003
Tumor
-1.0
CPT0079510001
Normal
-1.0
CPT0092190003
Normal
-1.2
CPT0079300001
Normal
-1.2
CPT0069000003
Tumor
-1.6
CPT0019130003
Tumor
-1.7
CPT0014450004
Tumor
-1.7
CPT0084560003
Tumor
-1.7
CPT0076330003
Tumor
-1.8
CPT0015910003
Tumor
-1.8
CPT0063630003
Tumor
-1.9
CPT0079270003
Tumor
-1.9
CPT0020120003
Tumor
-1.9
CPT0088550004
Tumor
-2.1
CPT0019990003
Tumor
-2.1
CPT0024670003
Tumor
-2.1
CPT0078510003
Tumor
-2.1
CPT0092290003
Tumor
-2.2
CPT0001260009
Tumor
-2.3
CPT0006440003
Tumor
-2.3
CPT0000780007
Tumor
-2.3
CPT0025170003
Tumor
-2.3
CPT0000640003
Tumor
-2.4
CPT0063320003
Tumor
-2.4
CPT0081990003
Tumor
-2.4
CPT0065430003
Tumor
-2.4
CPT0088630003
Tumor
-2.4
CPT0066480003
Tumor
-2.5
CPT0007860003
Tumor
-2.5
CPT0011240003
Tumor
-2.5
CPT0075130003
Tumor
-2.5
CPT0088970003
Tumor
-2.5
CPT0007320003
Tumor
-2.5
CPT0086820003
Tumor
-2.5
CPT0014370004
Tumor
-2.6
CPT0026410003
Tumor
-2.6
CPT0006630003
Tumor
-2.6
CPT0000870016
Tumor
-2.7
CPT0017410003
Tumor
-2.7
CPT0078990003
Tumor
-2.7
CPT0002270011
Tumor
-2.7
CPT0006900003
Tumor
-2.7
CPT0089460004
Tumor
-2.7
CPT0012550003
Tumor
-2.8
CPT0079480003
Tumor
-2.8
CPT0087040003
Tumor
-2.8
CPT0025230003
Tumor
-2.8
CPT0081600003
Tumor
-2.9
CPT0065870003
Tumor
-2.9
CPT0025580004
Tumor
-2.9
CPT0077310003
Tumor
-2.9
CPT0001540009
Tumor
-2.9
CPT0088900003
Tumor
-2.9
CPT0078660003
Tumor
-2.9
CPT0012900004
Tumor
-2.9
CPT0012080003
Tumor
-2.9
CPT0088480003
Tumor
-2.9
CPT0092730003
Tumor
-2.9
CPT0077490003
Tumor
-3.0
CPT0075560003
Tumor
-3.0
CPT0012670003
Tumor
-3.0
CPT0069160003
Tumor
-3.0
CPT0089020003
Tumor
-3.1
CPT0001500009
Tumor
-3.1
CPT0012370003
Tumor
-3.1
CPT0011410003
Tumor
-3.1
CPT0086360003
Tumor
-3.1
CPT0077110003
Tumor
-3.1
CPT0010160003
Tumor
-3.1
CPT0088760003
Tumor
-3.1
CPT0086870003
Tumor
-3.1
CPT0078930003
Tumor
-3.1
CPT0023350003
Tumor
-3.1
CPT0078830003
Tumor
-3.2
CPT0001180009
Tumor
-3.2
CPT0079230003
Tumor
-3.2
CPT0010110003
Tumor
-3.3
CPT0012180003
Tumor
-3.3
CPT0071150004
Tumor
-3.3
CPT0066470004
Tumor
-3.3
CPT0025050003
Tumor
-3.3
CPT0092790003
Tumor
-3.3
CPT0014160003
Tumor
-3.3
CPT0086950003
Tumor
-3.4
CPT0025350003
Tumor
-3.4
CPT0079180003
Tumor
-3.4
CPT0025110003
Tumor
-3.5
CPT0023690003
Tumor
-3.5
CPT0065930003
Tumor
-3.5
CPT0001220008
Tumor
-3.5
CPT0079410003
Tumor
-3.5
CPT0092160003
Tumor
-3.5
CPT0002350011
Tumor
-3.6
CPT0025880003
Tumor
-3.6
CPT0064370003
Tumor
-3.6
CPT0065810003
Tumor
-3.7
CPT0081880003
Tumor
-3.7
CPT0009060003
Tumor
-3.7
CPT0078800003
Tumor
-3.8
CPT0021240003
Tumor
-3.8
CPT0065690003
Tumor
-3.9
CPT0012280003
Tumor
-4.0
CPT0085670003
Tumor
-4.2
CPT0086030003
Tumor
-4.2
CPT0025290003
Tumor
-4.3
CPT0015810003
Tumor
-4.5
CPT0079380003
Tumor
-4.6
CPT0065750003
Tumor
-5.2
CPT0015730003
Tumor
-5.2
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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
