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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.
TMX3 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
10.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
28.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
26.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
23.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
16.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
11.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
11.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
10.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
10.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
8.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
7.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
6.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
6.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
6.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
5.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
TMX3 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
15.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
79.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
64.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
45.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
44.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
31.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
28.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
27.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
27.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
27.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
26.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
26.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
26.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
26.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
26.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
25.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
25.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
25.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
25.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
24.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
24.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
24.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
24.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
24.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
24.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
24.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
24.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
23.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
23.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
23.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
23.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
23.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
22.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
22.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
22.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
22.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
22.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
22.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
22.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
22.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
21.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
21.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
21.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
21.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
21.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
21.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
21.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
21.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
20.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
20.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
20.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
20.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
20.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
19.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
19.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
19.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
19.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
19.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
19.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
19.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
19.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
19.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
18.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
18.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
18.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
18.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
18.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
18.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
18.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
18.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
18.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
17.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
17.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
17.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
17.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
17.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
17.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
17.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
17.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
17.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
16.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
16.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
16.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
16.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
16.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
15.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
15.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
15.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
15.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
15.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
14.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
14.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
14.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
13.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
13.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
13.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
13.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
13.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
13.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
12.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
12.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
12.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
12.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
11.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
11.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
11.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
10.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
10.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
10.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
9.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
8.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
8.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
8.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
7.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
7.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
5.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
4.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
4.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
TMX3 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
22.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
42.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
41.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
40.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
36.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
35.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
35.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
33.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
32.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
32.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
31.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
31.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
30.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
30.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
29.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
29.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
29.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
29.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
28.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
27.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
27.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
25.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
25.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
25.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
24.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
24.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
24.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
23.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
23.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
22.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
22.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
22.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
21.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
18.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
17.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
16.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
15.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
15.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
10.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
6.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMX3 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
10.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
68.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
64.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
42.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
25.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
24.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
24.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
24.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
23.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
22.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
22.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
20.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
20.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
19.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
17.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
16.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
15.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
14.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
14.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
14.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
14.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
14.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
13.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
13.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
11.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
11.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
11.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
11.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
11.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
11.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
11.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
11.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
11.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
10.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
10.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
10.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
10.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
10.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
10.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
9.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
9.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
8.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
8.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
8.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
8.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
8.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
8.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
8.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
7.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
7.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
7.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
7.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
7.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
7.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
6.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
6.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
6.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
6.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
6.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
5.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
5.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
5.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
5.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
4.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
4.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
4.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
4.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
3.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
2.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
2.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
2.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.5
CPT0002350011
Tumor
1.4
CPT0092290003
Tumor
1.1
CPT0012180003
Tumor
0.9
CPT0015730003
Tumor
0.8
CPT0075130003
Tumor
0.8
CPT0092730003
Tumor
0.8
CPT0069160003
Tumor
0.8
CPT0088630003
Tumor
0.7
CPT0023350003
Tumor
0.6
CPT0092160003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0063630003
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0078660003
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0078510003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0092790003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0025350003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0064370003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0075560003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0001180009
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0077110003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0001270001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0014370004
Tumor
0.0
CPT0071150004
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0000660001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0081990003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0079180003
Tumor
-0.3
CPT0069010001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0065930003
Tumor
-0.3
CPT0089040001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0010170001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0078940001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0014470001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0077500001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0064400001
Normal
-0.5
CPT0001350001
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0020020001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0014350001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0025610001
Normal
-0.5
CPT0026420001
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0023710001
Normal
-0.5
CPT0017410003
Tumor
-0.5
CPT0086890003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0087050003
Normal
-0.5
CPT0078840001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0075570001
Normal
-0.6
CPT0092740003
Normal
-0.6
CPT0011240003
Tumor
-0.6
CPT0012090003
Normal
-0.6
CPT0076350001
Normal
-0.6
CPT0018250001
Normal
-0.6
CPT0078530001
Normal
-0.6
CPT0012920003
Normal
-0.6
CPT0012570003
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0012900004
Tumor
-0.7
CPT0007870001
Normal
-0.7
CPT0012770003
Normal
-1.0
CPT0009080003
Normal
-1.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
