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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.
MT1X 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
82.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
836.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
456.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
450.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
324.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
311.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
298.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
204.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
177.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
173.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
165.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
138.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
113.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
101.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
96.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
89.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
80.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
70.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
69.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
62.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
59.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
56.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
54.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
49.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
48.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
48.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
47.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
40.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
38.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
37.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
33.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
31.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
29.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
28.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
25.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
23.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
22.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
21.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
21.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
19.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
19.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
18.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
14.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
7.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MT1X is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
275.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5964.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4153.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3841.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
3411.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3188.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
2684.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2624.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2374.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
2338.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2170.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
2146.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
1984.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1675.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
1444.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1420.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1367.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
1353.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1322.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1317.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1307.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1270.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1266.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1265.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1184.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1174.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1164.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1031.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1020.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1012.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
985.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
943.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
937.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
920.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
895.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
887.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
868.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
859.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
849.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
844.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
787.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
772.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
757.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
749.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
742.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
732.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
714.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
703.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
699.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
679.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
678.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
644.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
632.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
623.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
622.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
606.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
600.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
597.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
590.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
589.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
559.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
536.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
519.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
499.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
496.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
496.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
494.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
490.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
490.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
489.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
483.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
480.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
468.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
461.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
459.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
456.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
454.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
453.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
447.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
441.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
439.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
438.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
433.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
413.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
413.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
410.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
408.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
399.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
394.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
391.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
389.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
389.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
385.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
384.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
383.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
381.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
377.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
372.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
368.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
355.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
351.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
341.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
332.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
332.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
330.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
329.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
317.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
314.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
312.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
310.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
308.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
307.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
306.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
306.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
303.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
297.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
293.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
293.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
289.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
286.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
282.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
279.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
279.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
278.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
276.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
275.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
271.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
271.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
269.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
265.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
264.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
255.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
255.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
252.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
251.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
250.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
245.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
243.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
242.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
242.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
241.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
240.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
238.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
238.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
235.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
234.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
233.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
226.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
225.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
223.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
220.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
218.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
217.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
217.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
214.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
212.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
212.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
211.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
208.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
208.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
207.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
205.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
204.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
202.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
196.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
193.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
192.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
192.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
190.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
190.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
189.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
188.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
187.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
185.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
185.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
182.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
180.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
179.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
176.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
175.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
174.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
172.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
168.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
168.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
168.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
165.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
165.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
165.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
164.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
163.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
162.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
161.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
161.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
159.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
159.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
156.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
154.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
149.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
149.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
149.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
149.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
149.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
149.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
149.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
148.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
148.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
147.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
146.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
146.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
145.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
144.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
143.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
143.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
143.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
142.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
142.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
140.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
139.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
138.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
137.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
136.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
135.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
135.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
135.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
134.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
134.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
134.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
133.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
133.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
132.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
132.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
129.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
128.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
128.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
126.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
126.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
125.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
125.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
125.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
124.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
123.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
123.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
122.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
122.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
122.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
122.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
119.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
118.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
118.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
117.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
117.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
116.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
116.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
116.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
115.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
115.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
114.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
111.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
111.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
111.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
110.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
109.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
109.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
107.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
107.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
106.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
106.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
106.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
105.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
105.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
103.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
103.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
102.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
101.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
100.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
99.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
99.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
99.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
98.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
98.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
96.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
96.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
96.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
96.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
94.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
94.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
93.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
93.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
92.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
91.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
91.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
89.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
88.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
88.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
88.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
87.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
86.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
85.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
84.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
84.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
84.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
82.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
82.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
81.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
81.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
81.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
80.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
80.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
78.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
78.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
78.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
78.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
77.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
77.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
76.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
75.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
75.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
74.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
74.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
74.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
74.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
74.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
74.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
74.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
74.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
73.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
73.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
73.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
73.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
73.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
73.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
72.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
72.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
71.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
71.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
71.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
70.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
70.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
70.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
69.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
69.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
68.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
67.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
66.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
66.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
65.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
65.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
65.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
64.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
64.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
63.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
63.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
63.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
62.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
62.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
62.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
61.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
61.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
61.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
60.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
59.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
59.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
59.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
58.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
58.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
57.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
57.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
57.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
57.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
56.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
56.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
54.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
54.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
54.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
54.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
53.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
53.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
52.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
52.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
52.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
51.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
51.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
51.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
51.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
51.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
51.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
51.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
50.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
50.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
50.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
49.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
49.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
49.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
49.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
49.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
48.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
48.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
48.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
48.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
48.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
47.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
47.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
47.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
47.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
47.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
47.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
47.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
46.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
46.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
46.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
46.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
46.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
45.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
45.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
45.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
44.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
44.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
44.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
43.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
43.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
43.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
43.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
42.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
42.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
42.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
42.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
41.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
41.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
40.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
39.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
37.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
37.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
37.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
37.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
37.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
37.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
36.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
36.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
36.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
36.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
36.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
35.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
35.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
34.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
33.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
32.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
32.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
31.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
31.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
30.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
30.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
30.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
30.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
29.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
29.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
28.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
28.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
28.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
28.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
28.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
28.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
28.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
28.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
26.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
26.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
26.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
25.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
25.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
25.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
24.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
24.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
23.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
22.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
22.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
20.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
20.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
17.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
16.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
16.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
12.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
MT1X 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
240.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
2232.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2096.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1617.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1131.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1033.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
1010.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
991.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
920.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
857.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
806.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
623.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
617.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
605.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
496.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
464.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
462.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
403.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
357.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
347.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
308.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
289.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
287.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
286.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
275.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
264.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
263.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
250.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
236.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
225.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
210.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
187.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
186.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
181.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
159.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
143.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
141.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
138.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
136.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
127.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
121.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
119.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
106.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
103.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
89.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
82.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
74.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
73.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
73.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
69.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
63.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
62.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
62.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
58.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
52.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
52.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
52.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
51.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
51.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
49.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
49.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
49.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
46.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
44.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
41.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
40.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
37.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
37.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
37.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
37.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
37.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
35.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
35.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
32.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
29.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
26.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
22.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
18.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
18.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
12.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MT1X 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
225.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
35722.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1777.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1689.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
886.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
700.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
645.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
614.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
506.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
502.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
493.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
476.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
420.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
367.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
364.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
331.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
318.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
314.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
305.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
305.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
265.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
244.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
240.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
239.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
230.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
223.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
210.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
204.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
188.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
187.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
179.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
169.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
169.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
169.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
167.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
163.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
161.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
160.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
158.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
155.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
154.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
153.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
150.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
138.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
138.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
134.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
134.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
131.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
130.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
124.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
124.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
124.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
123.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
123.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
123.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
121.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
118.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
114.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
114.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
112.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
111.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
110.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
110.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
105.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
104.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
103.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
102.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
101.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
99.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
98.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
98.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
96.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
96.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
95.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
95.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
94.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
91.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
89.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
89.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
89.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
89.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
88.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
86.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
86.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
85.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
85.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
85.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
85.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
84.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
83.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
80.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
79.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
78.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
78.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
77.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
77.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
76.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
75.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
73.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
73.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
71.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
70.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
70.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
68.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
68.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
66.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
66.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
65.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
64.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
64.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
62.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
61.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
61.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
61.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
60.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
60.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
60.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
59.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
59.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
59.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
58.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
58.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
57.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
57.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
57.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
57.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
57.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
56.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
55.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
55.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
55.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
55.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
54.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
54.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
53.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
53.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
53.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
53.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
52.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
51.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
50.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
50.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
49.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
49.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
49.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
49.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
49.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
48.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
46.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
46.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
46.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
45.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
45.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
45.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
44.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
44.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
43.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
43.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
42.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
42.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
42.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
41.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
41.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
41.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
41.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
41.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
41.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
40.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
39.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
39.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
39.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
38.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
38.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
37.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
37.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
37.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
36.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
36.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
36.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
36.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
35.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
35.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
35.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
35.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
35.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
35.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
34.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
34.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
34.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
33.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
32.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
32.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
31.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
31.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
31.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
30.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
30.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
29.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
28.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
28.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
28.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
28.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
27.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
27.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
27.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
27.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
26.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
26.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
25.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
25.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
25.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
25.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
24.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
23.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
23.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
23.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
23.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
22.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
22.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
22.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
21.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
20.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
20.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
20.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
18.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
17.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
17.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
16.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
16.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
15.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
14.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
14.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
14.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
12.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
7.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
4.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0020130001
Normal
2.7
CPT0075570001
Normal
2.4
CPT0088920001
Normal
2.2
CPT0026420001
Normal
1.8
CPT0081620001
Normal
1.7
CPT0069010001
Normal
1.6
CPT0014130001
Normal
1.6
CPT0079000001
Normal
1.5
CPT0076350001
Normal
1.5
CPT0087050003
Normal
1.4
CPT0078840001
Normal
1.4
CPT0009080003
Normal
1.4
CPT0018250001
Normal
1.3
CPT0078670001
Normal
1.3
CPT0020020001
Normal
1.3
CPT0007870001
Normal
1.2
CPT0082010001
Normal
1.2
CPT0086370003
Normal
1.2
CPT0000890001
Normal
1.2
CPT0066430001
Normal
1.1
CPT0077140001
Normal
1.1
CPT0075170001
Normal
1.1
CPT0017450001
Normal
1.1
CPT0078530001
Normal
1.1
CPT0001350001
Normal
1.1
CPT0013790003
Normal
1.0
CPT0012570003
Normal
1.0
CPT0065450001
Normal
1.0
CPT0012770003
Normal
0.9
CPT0012090003
Normal
0.9
CPT0007470001
Normal
0.9
CPT0010170001
Normal
0.8
CPT0088570001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0092740003
Normal
0.8
CPT0006950001
Normal
0.8
CPT0089040001
Normal
0.8
CPT0063640001
Normal
0.7
CPT0064400001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0066520001
Normal
0.6
CPT0000660001
Normal
0.6
CPT0009020003
Normal
0.6
CPT0089480003
Normal
0.6
CPT0077320001
Normal
0.6
CPT0078940001
Normal
0.5
CPT0063330001
Normal
0.5
CPT0092800003
Normal
0.5
CPT0006530001
Normal
0.5
CPT0088710001
Normal
0.5
CPT0012920003
Normal
0.5
CPT0088780001
Normal
0.5
CPT0079430001
Normal
0.5
CPT0001340003
Tumor
0.5
CPT0012290003
Normal
0.4
CPT0086890003
Normal
0.4
CPT0001510001
Normal
0.4
CPT0023360001
Normal
0.4
CPT0065820001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0014470001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0069190001
Normal
0.3
CPT0010120001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0006730001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0088640003
Normal
0.1
CPT0023710001
Normal
0.1
CPT0084590001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0009000003
Tumor
-0.1
CPT0077500001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0025610001
Normal
-0.3
CPT0001550001
Normal
-0.4
CPT0019160001
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0088690003
Tumor
-0.5
CPT0001190001
Normal
-0.6
CPT0024680001
Normal
-0.6
CPT0079510001
Normal
-0.7
CPT0075720003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0092190003
Normal
-0.9
CPT0086970003
Normal
-1.0
CPT0084560003
Tumor
-1.0
CPT0079300001
Normal
-1.2
CPT0063630003
Tumor
-1.3
CPT0024670003
Tumor
-1.3
CPT0069000003
Tumor
-1.3
CPT0019130003
Tumor
-1.3
CPT0014450004
Tumor
-1.5
CPT0015910003
Tumor
-1.5
CPT0006440003
Tumor
-1.7
CPT0088550004
Tumor
-1.8
CPT0000780007
Tumor
-1.8
CPT0020120003
Tumor
-1.8
CPT0025170003
Tumor
-1.9
CPT0078510003
Tumor
-2.0
CPT0001260009
Tumor
-2.0
CPT0079270003
Tumor
-2.0
CPT0019990003
Tumor
-2.0
CPT0088480003
Tumor
-2.1
CPT0012670003
Tumor
-2.1
CPT0075130003
Tumor
-2.1
CPT0066480003
Tumor
-2.2
CPT0007860003
Tumor
-2.2
CPT0026410003
Tumor
-2.2
CPT0006630003
Tumor
-2.2
CPT0012080003
Tumor
-2.2
CPT0081990003
Tumor
-2.3
CPT0017410003
Tumor
-2.3
CPT0092730003
Tumor
-2.3
CPT0078990003
Tumor
-2.4
CPT0000640003
Tumor
-2.4
CPT0011240003
Tumor
-2.4
CPT0079480003
Tumor
-2.4
CPT0014370004
Tumor
-2.5
CPT0092290003
Tumor
-2.5
CPT0002270011
Tumor
-2.5
CPT0088970003
Tumor
-2.5
CPT0065870003
Tumor
-2.5
CPT0075560003
Tumor
-2.5
CPT0065430003
Tumor
-2.5
CPT0086820003
Tumor
-2.5
CPT0087040003
Tumor
-2.6
CPT0077110003
Tumor
-2.6
CPT0012550003
Tumor
-2.6
CPT0078660003
Tumor
-2.6
CPT0000870016
Tumor
-2.6
CPT0088630003
Tumor
-2.6
CPT0089020003
Tumor
-2.6
CPT0011410003
Tumor
-2.6
CPT0025230003
Tumor
-2.7
CPT0077310003
Tumor
-2.7
CPT0007320003
Tumor
-2.7
CPT0063320003
Tumor
-2.7
CPT0088900003
Tumor
-2.7
CPT0025050003
Tumor
-2.7
CPT0023350003
Tumor
-2.7
CPT0001540009
Tumor
-2.7
CPT0012370003
Tumor
-2.8
CPT0086870003
Tumor
-2.8
CPT0086950003
Tumor
-2.9
CPT0001180009
Tumor
-2.9
CPT0006900003
Tumor
-2.9
CPT0025580004
Tumor
-3.0
CPT0001500009
Tumor
-3.0
CPT0079230003
Tumor
-3.0
CPT0089460004
Tumor
-3.0
CPT0088760003
Tumor
-3.0
CPT0077490003
Tumor
-3.0
CPT0078830003
Tumor
-3.0
CPT0010160003
Tumor
-3.0
CPT0071150004
Tumor
-3.1
CPT0081600003
Tumor
-3.1
CPT0025880003
Tumor
-3.1
CPT0069160003
Tumor
-3.1
CPT0002350011
Tumor
-3.1
CPT0086360003
Tumor
-3.2
CPT0092790003
Tumor
-3.2
CPT0014160003
Tumor
-3.2
CPT0079410003
Tumor
-3.3
CPT0066470004
Tumor
-3.3
CPT0021240003
Tumor
-3.3
CPT0001220008
Tumor
-3.3
CPT0025350003
Tumor
-3.4
CPT0025110003
Tumor
-3.4
CPT0023690003
Tumor
-3.5
CPT0092160003
Tumor
-3.5
CPT0079180003
Tumor
-3.5
CPT0064370003
Tumor
-3.6
CPT0012180003
Tumor
-3.6
CPT0078930003
Tumor
-3.6
CPT0010110003
Tumor
-3.6
CPT0081880003
Tumor
-3.6
CPT0065810003
Tumor
-3.7
CPT0065930003
Tumor
-3.7
CPT0012280003
Tumor
-3.8
CPT0078800003
Tumor
-3.8
CPT0065690003
Tumor
-4.1
CPT0086030003
Tumor
-4.2
CPT0009060003
Tumor
-4.3
CPT0012900004
Tumor
-4.4
CPT0085670003
Tumor
-4.4
CPT0025290003
Tumor
-4.5
CPT0015810003
Tumor
-4.7
CPT0079380003
Tumor
-4.7
CPT0065750003
Tumor
-5.3
CPT0015730003
Tumor
-5.7
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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.