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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.
Survival analysis data not available.
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
0.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
9.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
3.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
FLRT3 is validated 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
9.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
164.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
115.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
105.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
81.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
70.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
70.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
67.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
50.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
47.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
43.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
39.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
37.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
35.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
35.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
34.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
32.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
32.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
32.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
31.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
30.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
29.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
29.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
29.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
26.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
26.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
26.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
25.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
25.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
25.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
23.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
22.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
22.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
22.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
21.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
21.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
18.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
18.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
17.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
17.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
16.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
16.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
16.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
15.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
15.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
13.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
13.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
12.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
12.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
12.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
12.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
11.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
11.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
11.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
11.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
11.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
11.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
11.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
10.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
10.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
10.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
10.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
10.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
9.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
9.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
9.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
9.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
9.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
8.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
8.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
8.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
8.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
8.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
8.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
8.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
7.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
7.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
7.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
7.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
7.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
7.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
7.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
7.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
6.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
6.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
6.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
6.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
6.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
6.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
6.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
6.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
6.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
6.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
6.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
6.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
6.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
6.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
6.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
6.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
6.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
6.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
5.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
5.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
5.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
5.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
5.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
5.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
5.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
5.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
5.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
5.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
5.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
5.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
5.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
5.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
5.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
5.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
5.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
5.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
5.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
5.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
5.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
5.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
5.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
5.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
5.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
4.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
4.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
4.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
4.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
4.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
4.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
4.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
4.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
4.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
4.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
4.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
4.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
4.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
4.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
4.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
4.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
4.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
4.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
4.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
4.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
3.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
3.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
3.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
3.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
3.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
3.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
3.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
3.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
3.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
3.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
3.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
3.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
3.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
3.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
3.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
3.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
3.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
3.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
3.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
3.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
2.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
2.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
2.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
2.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
2.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
2.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
2.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
2.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
2.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
2.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
2.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
2.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
2.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
2.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
2.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
2.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
2.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
2.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
2.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
2.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
2.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
2.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
2.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
2.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
1.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
1.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
1.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
1.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
1.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
1.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
1.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
1.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
1.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
1.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
1.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
0.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
0.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
0.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
0.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
0.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
0.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
0.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
0.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
0.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
0.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
0.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
0.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
0.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
0.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
0.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
0.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
0.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
0.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
0.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
0.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
0.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
0.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
0.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
0.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
0.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
0.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
0.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
0.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
0.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
0.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
0.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
0.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
0.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
0.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
0.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
0.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
0.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
0.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
0.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
0.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
0.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
0.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
0.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
0.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
0.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
0.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
0.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
0.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
0.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
0.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
0.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
0.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
0.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
0.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
0.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
0.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
0.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
0.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
0.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
0.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
0.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
0.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
0.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
0.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
0.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
0.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
0.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
0.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
0.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
0.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
0.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
0.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
0.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
0.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
0.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FLRT3 is validated prognostic, high expression is favorable 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
11.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
74.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
62.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
35.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
34.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
33.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
28.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
25.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
19.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
19.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
19.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
18.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
16.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
14.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
14.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
12.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
12.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
11.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
11.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
11.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
8.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
8.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
8.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
8.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
7.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
6.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
6.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
6.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
6.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
5.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
5.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
4.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
4.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
4.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
3.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
3.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
3.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
2.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
2.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
2.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
2.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
2.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
1.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
1.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
0.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
0.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
0.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
0.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
0.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
0.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
0.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
0.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
0.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 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.
FLRT3 is potential prognostic, high expression is favorable 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
39.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
361.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
201.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
183.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
179.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
173.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
170.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
165.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
165.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
139.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
138.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
135.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
130.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
127.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
115.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
113.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
111.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
110.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
108.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
108.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
107.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
104.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
103.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
102.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
100.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
100.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
99.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
97.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
96.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
96.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
94.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
93.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
90.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
88.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
87.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
87.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
84.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
84.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
84.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
81.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
80.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
79.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
78.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
77.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
75.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
75.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
74.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
74.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
72.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
72.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
70.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
68.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
67.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
64.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
63.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
63.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
61.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
61.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
60.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
60.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
60.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
60.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
59.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
59.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
57.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
57.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
56.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
56.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
55.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
55.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
54.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
53.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
53.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
51.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
51.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
51.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
51.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
50.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
48.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
47.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
46.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
46.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
45.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
44.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
43.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
43.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
43.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
43.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
42.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
41.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
40.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
39.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
39.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
38.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
38.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
38.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
37.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
36.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
36.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
36.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
35.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
35.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
35.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
35.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
35.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
35.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
35.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
34.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
34.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
34.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
34.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
34.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
34.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
34.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
33.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
33.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
33.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
32.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
32.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
32.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
31.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
30.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
30.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
30.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
30.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
30.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
29.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
29.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
28.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
28.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
28.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
28.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
27.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
27.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
26.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
26.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
26.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
25.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
25.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
24.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
24.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
22.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
20.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
20.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
19.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
18.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
18.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
18.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
17.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
16.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
13.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
12.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
10.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
10.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
10.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
10.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
8.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
8.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
8.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
8.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
8.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
8.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
7.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
6.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
6.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
6.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
5.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
5.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
5.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
5.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
5.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
4.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
3.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
3.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
0.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
0.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009060003
Tumor
1.4
CPT0011410003
Tumor
1.3
CPT0014450004
Tumor
1.2
CPT0078800003
Tumor
1.0
CPT0078830003
Tumor
0.7
CPT0023710001
Normal
0.7
CPT0013790003
Normal
0.7
CPT0088640003
Normal
0.7
CPT0089480003
Normal
0.7
CPT0012570003
Normal
0.7
CPT0019130003
Tumor
0.7
CPT0001190001
Normal
0.6
CPT0000790001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0063640001
Normal
0.6
CPT0065450001
Normal
0.6
CPT0012770003
Normal
0.6
CPT0066430001
Normal
0.5
CPT0000660001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0007470001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0006950001
Normal
0.4
CPT0026420001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0088920001
Normal
0.4
CPT0065870003
Tumor
0.4
CPT0010170001
Normal
0.4
CPT0007320003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0079230003
Tumor
0.4
CPT0088710001
Normal
0.4
CPT0086820003
Tumor
0.4
CPT0025920001
Normal
0.4
CPT0092310003
Normal
0.4
CPT0012670003
Tumor
0.4
CPT0020020001
Normal
0.4
CPT0012640003
Normal
0.3
CPT0088570001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0075170001
Normal
0.3
CPT0012370003
Tumor
0.3
CPT0009080003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0025050003
Tumor
0.3
CPT0025610001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0088500001
Normal
0.3
CPT0078530001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0001230001
Normal
0.3
CPT0088780001
Normal
0.3
CPT0001510001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0023360001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0079430001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0079000001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0012920003
Normal
0.0
CPT0086970003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0024680001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0001180009
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0078670001
Normal
-0.2
CPT0065430003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0077310003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0065930003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0015810003
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0088900003
Tumor
-0.4
CPT0079480003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0075720003
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0015910003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0066480003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0081990003
Tumor
-0.5
CPT0025880003
Tumor
-0.5
CPT0025110003
Tumor
-0.5
CPT0081600003
Tumor
-0.6
CPT0017410003
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0085670003
Tumor
-0.6
CPT0001500009
Tumor
-0.6
CPT0069000003
Tumor
-0.6
CPT0092190003
Normal
-0.6
CPT0089460004
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0092160003
Tumor
-0.7
CPT0000780007
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0006440003
Tumor
-0.7
CPT0025170003
Tumor
-0.7
CPT0088760003
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0075560003
Tumor
-0.8
CPT0001260009
Tumor
-0.9
CPT0069160003
Tumor
-0.9
CPT0086870003
Tumor
-0.9
CPT0075130003
Tumor
-1.0
CPT0025290003
Tumor
-1.0
CPT0086950003
Tumor
-1.0
CPT0078990003
Tumor
-1.1
CPT0071150004
Tumor
-1.2
CPT0063630003
Tumor
-1.2
CPT0065690003
Tumor
-1.3
CPT0020120003
Tumor
-1.3
CPT0010110003
Tumor
-1.3
CPT0076330003
Tumor
-1.3
CPT0023350003
Tumor
-1.4
CPT0012080003
Tumor
-1.4
CPT0002270011
Tumor
-1.5
CPT0081880003
Tumor
-1.5
CPT0084560003
Tumor
-1.5
CPT0088550004
Tumor
-1.6
CPT0077490003
Tumor
-1.7
CPT0026410003
Tumor
-1.7
CPT0000870016
Tumor
-1.8
CPT0088690003
Tumor
-1.8
CPT0078660003
Tumor
-1.9
CPT0012550003
Tumor
-2.0
CPT0079180003
Tumor
-2.0
CPT0001340003
Tumor
-2.1
CPT0077110003
Tumor
-2.3
CPT0001540009
Tumor
-2.4
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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
