We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
AK4 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
17.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
5.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
4.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
2.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
2.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
2.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
1.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
0.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
AK4 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
46.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
215.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
139.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
127.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
126.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
124.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
118.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
117.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
115.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
113.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
109.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
106.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
105.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
105.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
102.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
101.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
100.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
98.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
97.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
96.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
93.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
92.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
92.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
90.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
90.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
89.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
89.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
89.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
89.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
88.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
87.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
86.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
86.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
86.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
86.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
86.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
85.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
84.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
83.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
83.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
82.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
82.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
81.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
81.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
81.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
81.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
81.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
81.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
80.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
80.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
80.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
80.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
79.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
79.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
79.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
78.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
78.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
78.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
78.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
78.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
78.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
78.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
78.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
78.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
77.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
77.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
76.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
76.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
76.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
76.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
76.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
76.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
75.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
75.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
74.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
72.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
72.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
72.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
72.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
72.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
72.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
72.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
72.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
71.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
71.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
71.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
71.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
71.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
70.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
69.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
69.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
69.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
68.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
68.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
68.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
68.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
68.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
68.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
68.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
67.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
67.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
67.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
67.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
67.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
66.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
66.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
66.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
66.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
65.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
65.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
64.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
64.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
64.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
64.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
64.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
64.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
63.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
63.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
63.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
63.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
63.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
63.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
63.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
63.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
63.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
63.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
62.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
62.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
62.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
62.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
62.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
62.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
62.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
61.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
61.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
61.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
61.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
61.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
61.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
60.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
60.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
60.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
60.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
60.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
60.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
59.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
59.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
59.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
59.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
59.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
58.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
58.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
58.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
58.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
58.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
58.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
57.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
57.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
57.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
57.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
57.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
56.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
56.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
56.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
56.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
56.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
56.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
56.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
55.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
55.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
55.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
55.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
55.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
55.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
55.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
54.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
54.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
54.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
54.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
54.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
54.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
54.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
54.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
53.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
53.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
53.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
53.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
53.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
52.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
52.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
52.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
52.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
52.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
52.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
52.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
52.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
52.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
52.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
52.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
52.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
51.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
51.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
51.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
51.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
51.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
51.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
51.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
50.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
50.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
50.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
50.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
50.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
50.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
50.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
50.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
50.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
50.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
50.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
49.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
49.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
49.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
49.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
49.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
49.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
49.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
49.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
48.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
48.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
48.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
48.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
48.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
48.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
48.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
48.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
48.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
48.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
47.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
47.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
47.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
47.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
47.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
46.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
46.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
46.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
45.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
45.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
45.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
45.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
45.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
45.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
45.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
45.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
45.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
45.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
45.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
44.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
44.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
44.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
44.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
43.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
43.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
43.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
43.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
43.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
43.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
43.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
42.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
42.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
42.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
42.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
42.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
42.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
42.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
42.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
42.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
41.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
41.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
41.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
41.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
41.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
41.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
41.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
41.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
41.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
41.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
40.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
40.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
40.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
40.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
40.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
39.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
39.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
39.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
39.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
39.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
39.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
38.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
38.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
38.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
38.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
38.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
38.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
38.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
38.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
38.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
38.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
38.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
38.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
37.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
37.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
37.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
37.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
37.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
37.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
37.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
37.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
37.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
37.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
37.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
37.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
37.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
37.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
37.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
36.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
36.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
36.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
36.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
36.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
36.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
36.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
35.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
35.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
34.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
34.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
34.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
34.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
33.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
33.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
33.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
33.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
33.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
33.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
33.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
32.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
32.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
32.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
32.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
32.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
31.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
31.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
31.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
31.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
30.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
30.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
30.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
30.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
30.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
30.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
30.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
30.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
29.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
29.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
29.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
29.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
28.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
28.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
28.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
27.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
27.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
26.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
26.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
26.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
26.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
25.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
25.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
25.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
25.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
25.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
25.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
25.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
25.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
24.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
23.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
23.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
22.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
22.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
22.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
22.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
21.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
21.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
21.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
21.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
20.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
20.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
20.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
20.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
20.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
19.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
18.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
18.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
18.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
18.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
17.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
16.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
16.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
15.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
15.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
15.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
14.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
14.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
13.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
10.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
8.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
0.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
0.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
AK4 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
53.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
145.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
117.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
111.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
101.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
93.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
89.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
85.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
82.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
78.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
77.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
76.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
76.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
76.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
75.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
75.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
75.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
74.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
74.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
73.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
71.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
71.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
71.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
69.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
68.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
68.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
67.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
67.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
66.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
66.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
65.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
64.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
63.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
62.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
62.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
61.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
61.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
59.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
59.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
58.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
57.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
55.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
54.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
53.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
53.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
52.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
52.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
51.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
51.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
51.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
50.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
50.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
50.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
49.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
49.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
49.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
49.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
48.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
47.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
47.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
47.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
46.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
46.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
41.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
39.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
36.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
35.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
35.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
34.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
33.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
31.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
30.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
29.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
26.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
26.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
22.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
18.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
12.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 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.
AK4 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
20.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
152.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
135.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
106.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
98.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
96.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
93.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
83.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
69.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
69.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
64.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
62.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
58.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
55.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
54.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
53.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
48.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
47.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
46.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
45.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
42.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
42.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
42.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
41.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
41.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
40.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
40.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
40.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
40.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
39.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
38.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
38.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
38.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
38.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
36.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
36.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
36.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
35.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
34.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
33.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
33.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
33.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
32.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
31.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
30.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
30.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
30.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
30.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
29.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
29.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
29.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
29.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
28.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
28.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
27.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
27.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
26.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
26.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
26.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
26.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
26.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
25.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
25.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
25.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
25.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
24.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
24.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
24.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
24.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
23.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
23.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
22.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
22.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
22.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
22.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
22.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
21.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
21.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
21.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
20.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
19.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
19.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
18.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
18.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
18.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
18.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
18.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
16.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
16.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
15.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
14.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
14.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
13.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
13.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
12.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
12.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
12.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
11.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
11.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
10.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
10.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
10.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
10.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
9.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
9.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
8.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
8.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
7.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
7.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
7.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
7.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
7.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
7.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
7.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
6.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
6.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
6.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
5.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
4.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
4.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
4.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
3.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
3.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
2.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
1.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
0.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065450001
Normal
1.2
CPT0092800003
Normal
1.1
CPT0006950001
Normal
1.1
CPT0009080003
Normal
1.1
CPT0077140001
Normal
1.1
CPT0088780001
Normal
1.0
CPT0077500001
Normal
1.0
CPT0078530001
Normal
1.0
CPT0012770003
Normal
0.9
CPT0088920001
Normal
0.9
CPT0089480003
Normal
0.9
CPT0026420001
Normal
0.9
CPT0025610001
Normal
0.9
CPT0000790001
Normal
0.9
CPT0014350001
Normal
0.9
CPT0081620001
Normal
0.9
CPT0092310003
Normal
0.9
CPT0082010001
Normal
0.9
CPT0092740003
Normal
0.9
CPT0076350001
Normal
0.9
CPT0012570003
Normal
0.8
CPT0006730001
Normal
0.8
CPT0025060001
Normal
0.8
CPT0012090003
Normal
0.8
CPT0078670001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0079430001
Normal
0.8
CPT0023360001
Normal
0.8
CPT0001350001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0078940001
Normal
0.7
CPT0010170001
Normal
0.7
CPT0013790003
Normal
0.7
CPT0088710001
Normal
0.7
CPT0075570001
Normal
0.7
CPT0020130001
Normal
0.7
CPT0066430001
Normal
0.7
CPT0007870001
Normal
0.7
CPT0007470001
Normal
0.7
CPT0079000001
Normal
0.7
CPT0078840001
Normal
0.6
CPT0063640001
Normal
0.6
CPT0020020001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0089040001
Normal
0.6
CPT0086890003
Normal
0.5
CPT0012290003
Normal
0.5
CPT0000890001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0017450001
Normal
0.5
CPT0018250001
Normal
0.5
CPT0014130001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0088570001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0088640003
Normal
0.3
CPT0025920001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0001510001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0063330001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0001230001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0001550001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0001190001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0001500009
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0010120001
Normal
-0.4
CPT0012280003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0069190001
Normal
-0.4
CPT0064370003
Tumor
-0.5
CPT0069000003
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0012670003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0020120003
Tumor
-0.6
CPT0079480003
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0001260009
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0002270011
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0015730003
Tumor
-0.7
CPT0086870003
Tumor
-0.7
CPT0088900003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0019990003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0007320003
Tumor
-0.8
CPT0014370004
Tumor
-0.8
CPT0088480003
Tumor
-0.8
CPT0079510001
Normal
-0.8
CPT0010160003
Tumor
-0.8
CPT0025110003
Tumor
-0.8
CPT0079270003
Tumor
-0.8
CPT0078830003
Tumor
-0.9
CPT0075720003
Tumor
-0.9
CPT0086820003
Tumor
-0.9
CPT0026410003
Tumor
-0.9
CPT0021240003
Tumor
-0.9
CPT0088690003
Tumor
-0.9
CPT0025230003
Tumor
-0.9
CPT0075130003
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0065930003
Tumor
-0.9
CPT0006630003
Tumor
-0.9
CPT0079300001
Normal
-0.9
CPT0065430003
Tumor
-0.9
CPT0079410003
Tumor
-0.9
CPT0014450004
Tumor
-1.0
CPT0007860003
Tumor
-1.0
CPT0012080003
Tumor
-1.0
CPT0077310003
Tumor
-1.0
CPT0081600003
Tumor
-1.0
CPT0063320003
Tumor
-1.0
CPT0087040003
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0065750003
Tumor
-1.0
CPT0001340003
Tumor
-1.0
CPT0078930003
Tumor
-1.1
CPT0084590001
Normal
-1.1
CPT0071150004
Tumor
-1.1
CPT0075560003
Tumor
-1.1
CPT0000870016
Tumor
-1.1
CPT0065810003
Tumor
-1.1
CPT0001220008
Tumor
-1.1
CPT0077490003
Tumor
-1.1
CPT0000640003
Tumor
-1.1
CPT0015810003
Tumor
-1.1
CPT0084560003
Tumor
-1.1
CPT0092160003
Tumor
-1.1
CPT0063630003
Tumor
-1.1
CPT0066470004
Tumor
-1.1
CPT0088630003
Tumor
-1.1
CPT0025880003
Tumor
-1.1
CPT0092790003
Tumor
-1.2
CPT0014160003
Tumor
-1.2
CPT0002350011
Tumor
-1.2
CPT0086360003
Tumor
-1.2
CPT0019130003
Tumor
-1.2
CPT0066480003
Tumor
-1.2
CPT0078800003
Tumor
-1.2
CPT0025290003
Tumor
-1.2
CPT0077320001
Normal
-1.2
CPT0092190003
Normal
-1.3
CPT0011240003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0065690003
Tumor
-1.3
CPT0010110003
Tumor
-1.3
CPT0023690003
Tumor
-1.3
CPT0085670003
Tumor
-1.3
CPT0077110003
Tumor
-1.3
CPT0081990003
Tumor
-1.3
CPT0089020003
Tumor
-1.3
CPT0079230003
Tumor
-1.4
CPT0078990003
Tumor
-1.4
CPT0012370003
Tumor
-1.4
CPT0025350003
Tumor
-1.4
CPT0092730003
Tumor
-1.4
CPT0017410003
Tumor
-1.4
CPT0015910003
Tumor
-1.4
CPT0006900003
Tumor
-1.5
CPT0065870003
Tumor
-1.5
CPT0025580004
Tumor
-1.7
CPT0017850003
Tumor
-1.7
CPT0088970003
Tumor
-1.8
CPT0079380003
Tumor
-1.8
CPT0078660003
Tumor
-1.9
CPT0079180003
Tumor
-2.0
CPT0088550004
Tumor
-2.0
CPT0011410003
Tumor
-2.1
CPT0012180003
Tumor
-2.1
Show allShow less
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
