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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.
XPR1 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
5.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
26.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
16.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
12.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
8.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
6.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
5.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
4.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
4.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
3.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
2.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
2.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
2.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
XPR1 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
15.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
87.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
43.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
40.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
37.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
35.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
35.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
34.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
33.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
33.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
33.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
33.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
32.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
32.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
31.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
29.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
29.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
29.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
29.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
29.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
29.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
29.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
28.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
28.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
28.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
28.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
28.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
28.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
26.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
26.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
26.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
25.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
24.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
24.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
24.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
23.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
23.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
23.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
23.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
23.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
23.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
23.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
23.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
23.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
23.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
22.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
22.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
22.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
22.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
22.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
22.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
22.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
22.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
21.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
21.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
21.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
21.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
21.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
21.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
21.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
21.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
21.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
20.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
20.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
20.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
20.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
20.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
20.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
20.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
20.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
20.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
19.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
19.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
19.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
19.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
19.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
18.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
18.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
18.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
18.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
18.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
18.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
18.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
18.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
17.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
17.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
17.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
17.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
17.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
17.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
17.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
17.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
17.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
17.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
16.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
16.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
16.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
16.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
15.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
15.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
14.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
14.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
14.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
14.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
14.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
14.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
14.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
13.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
13.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
13.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
13.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
12.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
12.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
12.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
12.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
12.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
12.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
12.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
11.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
11.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
11.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
11.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
10.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
10.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
10.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
10.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
10.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
10.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
10.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
9.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
9.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
9.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
9.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
8.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
8.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
8.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
7.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
7.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
7.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
6.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
6.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
6.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
6.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
5.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
5.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
5.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
3.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
3.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
3.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.2
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.
XPR1 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
21.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
60.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
51.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
48.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
44.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
37.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
35.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
34.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
33.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
30.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
30.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
28.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
28.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
28.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
28.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
27.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
27.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
27.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
26.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
26.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
26.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
25.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
25.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
24.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
23.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
23.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
23.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
21.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
21.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
20.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
20.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
18.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
18.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
17.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
17.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
16.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
15.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
14.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
13.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
11.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
10.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
9.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.2
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.
XPR1 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
13.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
65.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
52.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
42.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
41.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
40.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
40.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
38.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
34.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
34.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
32.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
28.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
28.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
28.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
27.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
26.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
25.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
25.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
24.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
24.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
23.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
23.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
23.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
23.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
23.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
23.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
22.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
22.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
21.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
21.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
21.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
21.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
20.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
20.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
20.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
20.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
20.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
19.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
19.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
19.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
19.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
19.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
19.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
18.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
18.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
17.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
16.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
16.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
16.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
16.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
15.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
15.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
15.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
14.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
14.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
14.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
14.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
14.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
13.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
13.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
13.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
13.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
13.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
12.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
12.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
11.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
11.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
11.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
11.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
10.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
10.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
10.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
8.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
7.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
7.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
7.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
6.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
6.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
4.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
4.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
4.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
4.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
4.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
2.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
1.1
CPT0023350003
Tumor
1.0
CPT0081880003
Tumor
0.8
CPT0020120003
Tumor
0.7
CPT0024670003
Tumor
0.6
CPT0002350011
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0086820003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0065450001
Normal
0.5
CPT0014160003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0000790001
Normal
0.4
CPT0023710001
Normal
0.4
CPT0065750003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0092290003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0065690003
Tumor
0.3
CPT0015730003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0023360001
Normal
0.3
CPT0063630003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0089480003
Normal
0.3
CPT0078930003
Tumor
0.3
CPT0092310003
Normal
0.3
CPT0025050003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0087050003
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0001500009
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0001510001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0078840001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0006630003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0086370003
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0088690003
Tumor
-0.2
CPT0011410003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0007470001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0001230001
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0013790003
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0066520001
Normal
-0.3
CPT0017850003
Tumor
-0.3
CPT0015910003
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0075170001
Normal
-0.3
CPT0075720003
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0065930003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0081990003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0002370001
Normal
-0.3
CPT0088630003
Tumor
-0.3
CPT0077320001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0006440003
Tumor
-0.4
CPT0076350001
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0015810003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0006530001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0086870003
Tumor
-0.4
CPT0012550003
Tumor
-0.4
CPT0014370004
Tumor
-0.4
CPT0026410003
Tumor
-0.5
CPT0007870001
Normal
-0.5
CPT0025110003
Tumor
-0.5
CPT0000780007
Tumor
-0.6
CPT0088970003
Tumor
-0.6
CPT0079180003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0084560003
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0007320003
Tumor
-0.8
CPT0000870016
Tumor
-0.9
CPT0088570001
Normal
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014470001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0078530001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0078510003
Tumor
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079510001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0088480003
Tumor
N/A
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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
