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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.
ARFRP1 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
29.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
70.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
62.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
58.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
57.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
48.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
46.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
46.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
44.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
40.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
39.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
39.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
38.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
38.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
37.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
37.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
36.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
34.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
34.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
34.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
33.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
33.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
33.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
32.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
32.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
31.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
30.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
30.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
30.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
30.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
29.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
29.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
28.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
26.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
25.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
24.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
23.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
22.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
22.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
22.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
21.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
21.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
18.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
3.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
ARFRP1 is not prognostic 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
22.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
67.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
63.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
60.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
54.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
50.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
41.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
40.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
39.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
39.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
38.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
38.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
38.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
36.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
36.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
35.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
35.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
35.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
35.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
35.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
34.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
34.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
34.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
33.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
33.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
33.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
33.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
33.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
33.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
33.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
33.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
33.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
33.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
33.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
32.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
32.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
32.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
32.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
32.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
32.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
32.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
32.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
31.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
31.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
31.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
31.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
31.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
31.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
31.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
31.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
31.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
31.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
31.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
31.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
31.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
31.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
31.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
31.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
30.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
30.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
30.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
30.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
30.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
30.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
30.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
30.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
30.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
30.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
30.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
30.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
29.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
29.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
29.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
29.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
29.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
29.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
29.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
29.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
29.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
29.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
28.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
28.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
28.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
28.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
28.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
28.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
28.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
28.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
28.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
28.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
28.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
27.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
27.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
27.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
27.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
27.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
27.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
27.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
27.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
27.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
27.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
27.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
27.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
27.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
27.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
27.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
27.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
27.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
26.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
26.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
26.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
26.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
26.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
26.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
26.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
26.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
26.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
26.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
26.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
26.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
25.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
25.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
25.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
25.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
25.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
25.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
25.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
25.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
25.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
25.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
25.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
25.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
25.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
25.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
25.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
25.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
24.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
24.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
24.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
24.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
24.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
24.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
24.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
24.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
24.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
24.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
24.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
24.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
24.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
24.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
24.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
23.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
23.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
23.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
23.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
23.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
23.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
23.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
23.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
23.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
23.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
23.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
23.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
23.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
23.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
23.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
23.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
23.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
23.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
22.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
22.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
22.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
22.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
22.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
22.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
22.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
22.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
22.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
22.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
22.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
22.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
22.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
22.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
22.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
22.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
22.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
22.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
22.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
21.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
21.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
21.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
21.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
21.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
21.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
21.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
21.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
21.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
21.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
21.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
21.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
21.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
21.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
21.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
20.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
20.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
20.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
20.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
20.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
20.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
20.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
20.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
20.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
20.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
20.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
20.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
20.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
20.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
19.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
19.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
19.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
19.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
19.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
19.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
19.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
19.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
19.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
18.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
18.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
18.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
18.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
18.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
17.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
17.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
17.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
16.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
16.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
15.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
14.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
14.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
14.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
12.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
12.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
11.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
ARFRP1 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
25.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
44.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
41.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
40.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
37.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
36.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
36.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
35.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
35.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
35.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
35.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
33.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
33.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
33.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
33.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
32.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
31.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
30.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
30.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
30.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
30.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
30.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
28.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
28.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
27.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
27.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
27.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
27.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
26.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
26.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
26.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
24.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
24.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
24.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
23.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
23.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
22.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
22.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
22.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
22.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
21.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
21.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
21.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
20.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
19.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
18.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
16.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
15.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
ARFRP1 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
31.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
118.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
81.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
81.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
81.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
80.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
80.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
75.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
75.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
72.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
70.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
70.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
69.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
66.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
65.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
64.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
63.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
60.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
59.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
58.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
56.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
56.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
56.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
55.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
54.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
53.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
51.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
51.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
51.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
50.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
49.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
49.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
48.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
48.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
47.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
47.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
47.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
46.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
46.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
46.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
45.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
45.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
45.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
44.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
44.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
44.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
44.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
44.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
43.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
43.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
43.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
42.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
42.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
41.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
41.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
41.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
41.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
40.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
40.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
40.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
40.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
40.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
40.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
40.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
39.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
39.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
39.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
39.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
39.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
38.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
38.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
38.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
38.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
38.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
38.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
38.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
38.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
38.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
37.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
37.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
37.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
37.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
37.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
37.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
36.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
36.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
36.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
36.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
36.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
36.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
36.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
35.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
35.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
35.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
35.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
34.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
34.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
34.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
34.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
34.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
34.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
34.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
33.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
33.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
33.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
33.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
33.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
33.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
33.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
33.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
32.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
32.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
32.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
32.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
32.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
32.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
32.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
31.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
31.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
31.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
31.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
30.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
30.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
30.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
30.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
30.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
30.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
29.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
29.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
29.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
29.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
29.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
29.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
29.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
29.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
29.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
28.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
28.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
28.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
28.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
28.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
27.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
27.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
27.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
27.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
27.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
27.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
26.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
26.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
26.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
26.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
26.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
26.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
25.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
25.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
25.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
25.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
25.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
25.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
25.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
25.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
24.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
24.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
24.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
24.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
24.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
23.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
23.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
23.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
23.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
23.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
23.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
22.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
22.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
22.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
22.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
21.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
21.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
21.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
21.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
21.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
20.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
20.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
19.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
19.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
18.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
17.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
17.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
17.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
17.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
16.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
16.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
16.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
15.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
15.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
15.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
14.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
14.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
12.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
11.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
10.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
9.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
8.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
4.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
4.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0025110003
Tumor
1.5
CPT0078800003
Tumor
1.3
CPT0079270003
Tumor
1.3
CPT0086950003
Tumor
1.0
CPT0002350011
Tumor
0.9
CPT0001180009
Tumor
0.9
CPT0012180003
Tumor
0.8
CPT0002270011
Tumor
0.8
CPT0011410003
Tumor
0.8
CPT0078660003
Tumor
0.8
CPT0079180003
Tumor
0.8
CPT0076330003
Tumor
0.7
CPT0084560003
Tumor
0.6
CPT0079430001
Normal
0.5
CPT0017850003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0012670003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0023360001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0069160003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0019130003
Tumor
0.3
CPT0009060003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0000790001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0014130001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0006950001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0088710001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0088920001
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0010170001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0089040001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0084590001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0019160001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0001230001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0063640001
Normal
0.0
CPT0088570001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0012770003
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0075130003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0012900004
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0065690003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0069010001
Normal
-0.4
CPT0092290003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0078930003
Tumor
-0.4
CPT0006900003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0001500009
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0023690003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0079510001
Normal
-0.5
CPT0019990003
Tumor
-0.5
CPT0025170003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0086030003
Tumor
-0.6
CPT0021240003
Tumor
-0.7
CPT0066470004
Tumor
-0.7
CPT0088760003
Tumor
-0.8
CPT0065750003
Tumor
-0.8
CPT0078510003
Tumor
-1.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
