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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.
RNF114 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
34.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
73.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
62.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
61.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
60.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
60.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
59.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
59.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
57.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
56.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
54.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
52.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
50.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
49.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
46.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
45.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
43.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
43.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
42.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
42.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
42.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
41.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
39.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
39.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
39.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
38.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
38.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
38.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
37.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
37.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
37.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
35.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
35.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
34.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
33.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
32.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
31.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
31.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
30.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
29.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
28.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
27.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
27.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
26.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
26.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
24.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
19.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
15.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
10.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
2.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
1.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
RNF114 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
44.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
101.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
91.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
83.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
73.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
72.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
72.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
72.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
71.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
71.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
71.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
70.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
70.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
69.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
69.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
69.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
68.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
68.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
67.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
67.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
66.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
66.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
66.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
65.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
65.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
65.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
64.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
64.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
64.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
64.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
64.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
63.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
62.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
62.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
62.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
62.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
62.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
61.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
61.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
61.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
61.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
61.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
61.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
61.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
61.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
61.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
61.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
60.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
60.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
60.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
60.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
60.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
60.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
60.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
59.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
59.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
59.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
59.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
59.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
59.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
59.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
59.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
58.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
58.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
58.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
58.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
58.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
57.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
57.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
57.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
57.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
57.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
57.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
57.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
57.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
56.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
56.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
56.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
56.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
56.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
56.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
56.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
56.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
56.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
56.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
56.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
55.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
55.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
55.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
55.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
55.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
55.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
55.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
55.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
55.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
55.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
55.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
54.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
54.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
54.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
54.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
54.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
54.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
54.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
53.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
53.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
53.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
53.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
53.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
53.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
53.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
53.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
53.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
53.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
53.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
53.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
53.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
53.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
52.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
52.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
52.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
52.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
52.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
52.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
52.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
52.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
52.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
52.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
52.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
52.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
52.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
52.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
52.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
52.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
51.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
51.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
51.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
51.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
51.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
51.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
51.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
51.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
51.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
51.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
51.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
51.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
51.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
51.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
51.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
51.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
51.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
50.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
50.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
50.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
50.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
50.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
50.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
50.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
50.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
49.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
49.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
49.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
49.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
49.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
49.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
49.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
49.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
49.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
49.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
49.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
49.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
49.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
49.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
49.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
49.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
49.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
48.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
48.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
48.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
48.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
48.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
48.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
48.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
48.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
48.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
48.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
48.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
48.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
47.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
47.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
47.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
47.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
47.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
47.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
47.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
47.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
47.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
47.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
47.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
46.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
46.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
46.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
46.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
46.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
46.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
46.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
46.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
46.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
46.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
46.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
46.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
46.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
46.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
46.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
46.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
46.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
46.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
46.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
46.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
45.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
45.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
45.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
45.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
45.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
45.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
45.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
45.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
45.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
45.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
45.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
45.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
45.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
45.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
45.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
45.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
45.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
45.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
44.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
44.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
44.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
44.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
44.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
44.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
44.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
44.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
44.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
44.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
44.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
44.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
44.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
44.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
44.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
44.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
44.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
44.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
44.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
44.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
44.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
44.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
43.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
43.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
43.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
43.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
43.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
43.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
43.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
43.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
43.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
43.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
43.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
43.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
43.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
43.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
42.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
42.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
42.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
42.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
42.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
42.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
42.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
42.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
42.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
42.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
42.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
42.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
42.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
42.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
42.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
42.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
41.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
41.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
41.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
41.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
41.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
41.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
41.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
41.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
41.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
41.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
41.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
41.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
41.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
41.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
41.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
41.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
41.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
41.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
41.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
40.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
40.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
40.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
40.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
40.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
40.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
40.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
40.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
40.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
40.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
40.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
39.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
39.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
39.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
39.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
39.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
39.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
39.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
39.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
39.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
39.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
39.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
39.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
38.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
38.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
38.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
38.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
38.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
38.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
38.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
38.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
38.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
38.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
38.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
38.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
38.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
38.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
37.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
37.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
37.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
37.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
37.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
37.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
37.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
37.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
37.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
36.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
36.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
36.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
36.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
36.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
36.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
36.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
36.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
36.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
36.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
36.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
35.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
35.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
35.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
35.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
35.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
35.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
35.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
35.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
35.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
34.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
34.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
33.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
33.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
33.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
33.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
33.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
33.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
33.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
33.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
33.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
32.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
32.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
32.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
32.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
31.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
31.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
31.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
31.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
31.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
31.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
31.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
31.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
31.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
31.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
30.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
30.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
30.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
30.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
30.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
29.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
29.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
29.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
29.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
29.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
29.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
29.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
29.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
29.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
28.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
28.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
28.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
28.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
28.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
28.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
28.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
28.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
27.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
27.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
27.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
27.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
27.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
26.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
26.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
26.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
25.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
25.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
25.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
25.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
25.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
25.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
25.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
25.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
25.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
25.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
24.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
24.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
24.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
24.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
23.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
23.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
23.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
23.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
21.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
20.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
17.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
17.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
RNF114 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
54.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
96.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
92.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
86.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
81.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
79.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
76.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
76.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
75.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
73.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
72.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
68.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
67.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
67.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
66.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
66.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
66.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
65.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
64.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
64.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
64.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
64.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
63.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
63.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
63.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
62.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
62.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
61.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
61.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
61.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
60.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
60.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
59.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
59.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
58.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
58.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
57.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
57.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
57.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
56.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
56.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
56.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
55.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
55.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
55.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
54.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
54.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
53.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
53.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
53.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
52.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
52.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
51.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
51.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
51.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
51.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
51.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
51.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
50.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
50.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
50.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
50.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
48.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
48.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
47.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
47.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
47.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
47.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
47.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
47.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
46.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
46.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
46.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
45.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
45.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
44.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
44.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
44.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
44.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
43.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
42.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
41.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
41.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
41.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
41.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
37.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
34.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
32.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
32.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
30.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 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.
RNF114 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
43.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
119.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
112.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
110.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
108.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
104.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
95.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
93.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
91.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
90.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
89.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
88.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
88.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
85.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
85.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
83.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
83.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
82.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
82.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
81.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
81.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
80.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
78.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
78.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
77.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
74.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
72.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
71.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
71.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
71.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
71.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
69.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
68.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
68.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
68.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
67.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
67.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
67.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
67.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
66.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
66.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
66.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
66.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
64.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
64.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
63.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
61.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
61.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
61.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
60.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
60.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
60.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
59.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
59.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
59.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
59.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
59.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
58.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
58.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
58.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
58.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
58.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
58.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
57.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
57.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
57.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
57.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
56.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
56.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
56.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
56.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
55.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
55.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
55.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
54.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
54.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
54.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
54.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
53.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
53.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
53.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
53.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
52.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
52.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
52.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
52.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
52.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
52.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
52.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
52.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
51.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
51.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
51.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
51.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
50.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
50.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
50.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
50.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
50.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
50.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
50.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
50.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
49.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
49.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
49.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
49.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
49.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
49.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
48.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
48.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
48.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
48.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
48.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
48.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
48.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
48.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
47.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
47.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
47.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
47.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
47.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
47.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
46.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
46.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
46.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
46.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
46.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
46.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
45.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
45.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
44.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
44.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
44.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
44.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
43.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
43.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
43.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
43.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
43.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
43.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
43.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
43.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
42.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
42.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
42.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
42.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
42.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
42.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
41.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
41.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
41.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
41.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
41.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
40.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
40.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
40.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
40.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
40.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
40.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
40.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
39.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
39.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
39.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
39.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
38.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
38.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
38.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
37.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
37.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
37.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
37.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
37.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
37.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
37.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
36.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
36.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
36.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
36.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
35.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
35.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
35.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
35.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
34.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
34.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
34.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
34.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
34.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
33.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
33.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
33.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
33.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
33.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
32.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
32.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
31.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
31.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
30.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
30.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
30.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
30.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
30.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
30.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
30.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
30.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
30.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
29.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
29.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
29.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
28.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
28.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
28.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
27.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
27.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
27.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
26.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
26.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
26.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
25.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
25.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
24.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
24.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
24.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
24.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
22.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
20.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
20.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
19.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
15.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
2.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
2.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
1.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
1.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
1.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
1.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
1.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
1.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
1.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
1.0
CPT0011410003
Tumor
1.0
CPT0001340003
Tumor
0.8
CPT0001180009
Tumor
0.8
CPT0088690003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0076330003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0078660003
Tumor
0.6
CPT0002350011
Tumor
0.6
CPT0065430003
Tumor
0.6
CPT0000640003
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0011240003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0001260009
Tumor
0.4
CPT0071150004
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0012180003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0025110003
Tumor
0.2
CPT0012090003
Normal
0.2
CPT0000890001
Normal
0.2
CPT0078830003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0078530001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0020020001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0086820003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0086890003
Normal
0.0
CPT0001270001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0066430001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088630003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0079000001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0001230001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0024680001
Normal
-0.3
CPT0065930003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0065810003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0086030003
Tumor
-0.5
CPT0065750003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0006630003
Tumor
-0.6
CPT0064370003
Tumor
-0.6
CPT0065690003
Tumor
-0.6
CPT0075560003
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0007860003
Tumor
-0.7
CPT0092290003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0025170003
Tumor
-0.9
CPT0015730003
Tumor
-0.9
CPT0081880003
Tumor
-0.9
CPT0066470004
Tumor
-0.9
CPT0025290003
Tumor
-1.0
CPT0078510003
Tumor
-1.3
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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.