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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.
IL17RB is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
6.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
4.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
4.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
3.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
3.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
3.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
2.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
1.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IL17RB is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
259.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
179.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
167.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
141.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
135.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
125.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
120.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
104.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
101.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
93.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
85.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
83.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
81.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
78.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
76.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
76.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
75.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
74.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
71.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
68.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
66.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
64.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
62.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
61.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
60.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
58.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
58.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
57.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
55.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
55.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
55.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
54.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
52.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
51.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
51.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
49.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
49.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
49.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
49.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
48.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
47.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
47.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
47.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
44.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
43.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
43.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
43.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
42.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
41.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
41.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
40.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
39.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
38.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
37.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
37.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
37.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
37.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
37.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
37.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
37.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
36.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
35.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
34.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
33.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
33.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
33.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
32.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
31.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
30.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
30.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
30.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
30.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
29.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
29.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
29.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
28.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
28.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
27.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
27.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
27.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
27.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
27.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
27.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
26.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
26.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
25.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
25.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
25.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
25.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
23.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
23.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
22.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
21.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
21.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
20.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
20.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
20.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
20.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
20.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
20.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
20.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
19.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
18.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
17.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
17.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
17.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
17.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
16.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
16.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
16.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
16.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
15.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
15.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
14.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
14.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
14.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
14.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
13.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
13.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
12.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
12.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
12.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
12.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
11.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
11.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
11.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
11.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
10.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
10.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
10.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
10.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
9.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
9.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
9.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
9.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
9.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
9.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
8.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
8.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
8.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
8.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
8.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
8.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
8.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
8.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
8.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
8.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
8.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
7.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
7.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
7.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
7.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
7.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
7.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
7.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
7.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
7.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
7.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
7.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
7.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
7.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
7.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
6.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
6.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
6.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
6.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
6.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
6.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
6.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
6.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
6.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
6.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
6.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
6.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
6.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
6.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
6.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
6.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
5.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
5.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
5.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
5.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
5.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
5.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
5.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
5.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
5.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
5.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
5.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
5.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
5.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
5.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
5.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
5.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
4.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
4.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
4.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
4.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
4.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
4.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
4.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
4.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
4.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
4.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
4.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
4.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
4.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
4.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
4.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
4.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
4.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
4.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
4.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
4.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
4.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
4.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
3.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
3.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
3.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
3.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
3.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
3.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
3.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
3.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
3.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
3.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
3.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
3.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
3.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
3.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
3.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
3.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
3.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
3.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
3.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
3.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
3.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
3.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
2.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
2.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
2.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
2.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
2.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
2.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
2.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
2.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
2.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
2.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
2.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
2.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
2.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
2.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
1.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
1.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
1.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
0.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
IL17RB is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
140.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
131.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
108.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
86.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
68.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
67.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
67.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
64.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
51.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
44.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
41.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
33.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
31.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
27.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
26.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
26.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
25.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
24.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
22.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
22.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
21.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
17.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
13.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
13.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
10.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
10.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
9.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
8.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
8.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
8.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
8.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
7.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
7.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
7.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
7.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
7.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
7.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
6.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
6.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
5.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
5.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
4.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
4.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
4.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
4.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
4.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
3.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
3.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
3.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
3.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
3.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
3.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
2.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
2.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
2.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
2.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
2.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
2.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
1.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
IL17RB is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
351.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
318.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
284.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
235.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
191.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
162.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
157.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
144.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
131.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
130.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
121.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
118.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
111.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
107.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
107.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
102.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
98.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
98.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
95.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
90.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
89.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
89.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
87.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
83.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
82.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
81.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
81.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
80.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
79.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
76.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
76.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
76.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
73.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
73.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
72.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
72.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
70.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
70.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
69.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
68.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
65.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
64.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
64.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
64.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
61.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
60.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
58.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
57.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
55.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
54.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
52.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
52.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
51.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
51.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
51.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
50.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
48.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
48.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
48.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
48.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
48.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
47.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
46.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
46.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
45.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
45.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
45.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
42.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
42.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
42.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
42.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
41.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
40.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
39.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
38.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
37.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
37.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
36.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
35.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
34.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
34.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
33.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
33.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
32.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
32.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
31.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
31.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
31.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
29.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
28.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
28.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
28.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
28.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
28.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
28.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
27.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
27.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
27.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
26.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
25.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
25.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
25.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
25.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
24.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
24.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
23.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
23.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
22.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
20.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
20.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
20.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
20.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
19.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
19.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
18.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
18.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
17.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
17.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
17.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
16.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
16.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
16.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
15.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
15.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
15.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
14.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
14.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
14.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
14.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
12.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
12.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
10.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
9.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
9.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
8.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
7.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
7.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
7.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
7.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
7.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
6.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
6.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
6.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
6.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
5.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
5.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
5.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
5.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
5.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
5.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
5.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
4.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
4.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
4.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
4.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
4.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
4.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
4.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
4.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
4.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
3.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
3.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
3.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
3.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
2.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
2.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
2.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
2.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
2.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
0.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
1.8
CPT0013790003
Normal
0.9
CPT0012290003
Normal
0.8
CPT0012090003
Normal
0.8
CPT0063320003
Tumor
0.8
CPT0088920001
Normal
0.7
CPT0065450001
Normal
0.6
CPT0086360003
Tumor
0.6
CPT0078660003
Tumor
0.6
CPT0088710001
Normal
0.6
CPT0078930003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0001190001
Normal
0.4
CPT0069010001
Normal
0.4
CPT0065430003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0086890003
Normal
0.4
CPT0079430001
Normal
0.3
CPT0089460004
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0077310003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0088570001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0023360001
Normal
0.3
CPT0000790001
Normal
0.3
CPT0088640003
Normal
0.2
CPT0082010001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0018250001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0012770003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0086830003
Normal
0.0
CPT0020130001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0023350003
Tumor
0.0
CPT0001550001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0000780007
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0001340003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0065870003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0002350011
Tumor
-0.3
CPT0024680001
Normal
-0.4
CPT0000640003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0020120003
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0086820003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0012180003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0065810003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0088630003
Tumor
-0.7
CPT0088900003
Tumor
-0.7
CPT0017850003
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0079300001
Normal
-0.8
CPT0001180009
Tumor
-0.8
CPT0012370003
Tumor
-0.9
CPT0069000003
Tumor
-0.9
CPT0092790003
Tumor
-0.9
CPT0001500009
Tumor
-0.9
CPT0011240003
Tumor
-0.9
CPT0077490003
Tumor
-1.0
CPT0079180003
Tumor
-1.0
CPT0084560003
Tumor
-1.1
CPT0012670003
Tumor
-1.1
CPT0012080003
Tumor
-1.1
CPT0088690003
Tumor
-1.2
CPT0088760003
Tumor
-1.2
CPT0063630003
Tumor
-1.3
CPT0026410003
Tumor
N/A
CPT0019130003
Tumor
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0092190003
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0089040001
Normal
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0079230003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0079000001
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0064400001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0010160003
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0078990003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
