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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.
TEX2 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
25.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
23.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
23.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
17.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
15.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
13.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
10.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
10.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
9.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
8.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
8.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
7.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
7.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
6.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
4.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
TEX2 is potential prognostic, high expression is favorable 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
14.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
56.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
48.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
48.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
48.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
47.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
46.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
46.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
46.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
44.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
42.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
42.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
41.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
39.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
39.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
37.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
36.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
35.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
35.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
34.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
34.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
34.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
34.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
33.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
33.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
32.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
32.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
32.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
32.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
31.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
31.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
31.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
31.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
31.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
30.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
30.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
30.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
30.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
27.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
27.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
26.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
25.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
25.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
25.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
25.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
25.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
24.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
23.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
23.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
23.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
23.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
23.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
22.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
22.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
22.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
22.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
22.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
22.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
22.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
21.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
21.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
21.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
21.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
19.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
19.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
19.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
19.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
19.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
19.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
18.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
18.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
17.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
17.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
16.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
16.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
16.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
16.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
15.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
15.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
15.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
15.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
15.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
14.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
14.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
14.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
14.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
14.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
13.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
13.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
13.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
13.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
13.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
13.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
13.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
12.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
12.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
12.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
12.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
11.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
11.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
11.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
11.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
11.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
11.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
11.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
11.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
11.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
10.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
10.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
10.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
10.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
9.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
9.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
9.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
9.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
9.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
9.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
9.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
8.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
8.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
8.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
8.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
7.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
7.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
7.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
7.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
7.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
6.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
6.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
6.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
6.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
5.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
5.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
5.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
5.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
5.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
5.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
5.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
5.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
4.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
4.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
4.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
4.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
4.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
3.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
3.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
3.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
2.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
2.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
2.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
2.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
0.9
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.
TEX2 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
21.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
68.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
53.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
44.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
43.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
43.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
40.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
40.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
37.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
36.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
33.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
33.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
32.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
31.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
31.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
31.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
31.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
29.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
29.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
28.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
27.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
26.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
26.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
25.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
23.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
23.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
22.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
20.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
19.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
17.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
15.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
15.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
14.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
14.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
13.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
13.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
11.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
10.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
10.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
10.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
8.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
5.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
5.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
TEX2 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
13.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
138.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
92.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
63.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
59.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
57.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
51.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
39.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
36.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
35.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
35.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
32.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
30.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
29.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
28.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
28.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
28.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
27.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
27.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
27.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
27.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
27.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
26.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
26.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
24.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
24.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
23.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
22.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
21.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
21.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
20.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
19.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
19.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
19.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
19.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
19.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
19.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
18.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
17.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
17.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
16.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
15.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
15.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
15.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
15.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
14.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
14.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
14.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
13.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
13.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
12.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
12.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
12.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
12.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
12.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
12.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
11.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
11.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
11.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
11.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
10.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
10.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
10.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
10.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
10.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
10.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
9.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
9.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
9.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
9.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
8.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
8.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
8.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
8.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
7.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
7.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
6.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
6.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
6.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
5.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
5.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
5.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
2.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
2.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0007320003
Tumor
1.6
CPT0081880003
Tumor
1.4
CPT0012280003
Tumor
1.1
CPT0065430003
Tumor
1.0
CPT0086950003
Tumor
0.8
CPT0014160003
Tumor
0.8
CPT0086820003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0014350001
Normal
0.5
CPT0020120003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0000890001
Normal
0.5
CPT0079000001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0077140001
Normal
0.4
CPT0092160003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0076350001
Normal
0.4
CPT0069000003
Tumor
0.4
CPT0092800003
Normal
0.4
CPT0001180009
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0025110003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0079270003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0088640003
Normal
0.2
CPT0092310003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0075560003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0000790001
Normal
0.2
CPT0066480003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0078660003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0078940001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0078840001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0063640001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0086890003
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0075570001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0076330003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0079300001
Normal
-0.2
CPT0086030003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0001220008
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0001540009
Tumor
-0.2
CPT0078990003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0066520001
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0006440003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0075720003
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0075130003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0018250001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0081600003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0012900004
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0014450004
Tumor
-0.5
CPT0017450001
Normal
-0.5
CPT0012920003
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0089460004
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0009020003
Normal
-0.6
CPT0065750003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0084560003
Tumor
-0.6
CPT0078510003
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0065810003
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0009000003
Tumor
-0.7
CPT0026410003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0077110003
Tumor
-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
