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.
MKNK2 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
112.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
303.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
254.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
231.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
223.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
198.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
193.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
192.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
188.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
183.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
167.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
156.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
151.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
145.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
145.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
141.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
132.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
130.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
129.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
129.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
124.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
123.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
122.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
122.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
121.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
119.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
119.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
119.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
111.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
110.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
108.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
107.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
101.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
99.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
99.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
99.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
98.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
96.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
91.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
90.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
89.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
86.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
85.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
85.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
84.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
84.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
82.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
82.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
80.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
79.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
78.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
77.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
65.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
63.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
54.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
54.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
52.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
51.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
50.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
49.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
44.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
39.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
38.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
38.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MKNK2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
47.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
217.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
168.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
151.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
138.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
111.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
109.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
96.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
95.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
93.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
93.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
91.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
91.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
90.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
87.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
86.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
85.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
83.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
83.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
83.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
82.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
82.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
81.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
81.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
81.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
80.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
80.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
79.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
78.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
77.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
77.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
77.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
77.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
76.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
75.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
75.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
75.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
74.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
74.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
73.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
73.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
73.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
73.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
73.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
73.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
72.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
72.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
72.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
72.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
71.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
71.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
71.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
71.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
70.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
69.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
69.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
69.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
69.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
69.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
69.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
68.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
68.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
68.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
67.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
67.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
67.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
67.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
67.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
67.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
67.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
66.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
66.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
65.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
64.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
64.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
64.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
64.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
64.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
64.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
64.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
64.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
63.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
63.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
63.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
62.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
62.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
62.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
62.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
62.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
62.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
61.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
61.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
61.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
61.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
61.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
61.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
60.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
60.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
60.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
59.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
59.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
59.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
59.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
59.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
59.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
59.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
59.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
58.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
58.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
58.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
58.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
58.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
58.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
58.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
57.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
57.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
57.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
57.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
57.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
57.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
57.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
56.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
56.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
56.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
56.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
56.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
56.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
56.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
56.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
55.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
55.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
55.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
55.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
55.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
55.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
55.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
55.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
54.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
54.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
54.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
54.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
54.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
54.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
54.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
54.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
54.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
54.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
54.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
54.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
53.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
53.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
53.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
53.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
53.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
53.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
53.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
53.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
53.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
53.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
53.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
53.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
53.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
52.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
52.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
52.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
52.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
52.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
52.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
52.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
52.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
52.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
52.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
52.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
51.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
51.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
51.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
51.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
51.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
51.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
51.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
50.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
50.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
50.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
50.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
50.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
50.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
50.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
50.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
50.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
49.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
49.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
49.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
49.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
49.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
49.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
49.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
49.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
48.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
48.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
48.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
48.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
48.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
48.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
48.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
48.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
48.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
48.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
48.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
48.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
47.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
47.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
47.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
47.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
47.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
47.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
47.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
47.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
47.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
47.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
47.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
46.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
46.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
46.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
46.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
46.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
46.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
46.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
46.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
46.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
46.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
46.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
46.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
45.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
45.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
45.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
45.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
45.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
45.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
45.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
45.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
45.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
45.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
45.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
45.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
45.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
45.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
44.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
44.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
44.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
44.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
44.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
44.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
44.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
44.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
44.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
44.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
44.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
44.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
44.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
43.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
43.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
43.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
43.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
43.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
43.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
43.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
43.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
43.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
43.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
43.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
43.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
42.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
42.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
42.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
42.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
42.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
42.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
42.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
41.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
41.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
41.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
41.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
41.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
41.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
41.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
41.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
41.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
41.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
41.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
41.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
40.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
40.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
40.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
40.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
40.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
40.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
40.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
40.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
40.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
40.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
40.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
40.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
40.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
39.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
39.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
39.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
39.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
39.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
39.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
39.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
39.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
39.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
38.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
38.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
38.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
38.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
38.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
38.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
38.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
38.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
38.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
38.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
38.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
38.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
38.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
38.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
37.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
37.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
37.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
37.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
37.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
37.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
37.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
37.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
37.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
37.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
37.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
37.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
36.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
36.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
36.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
36.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
36.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
36.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
36.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
36.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
36.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
36.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
36.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
35.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
35.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
35.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
35.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
35.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
35.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
35.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
35.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
35.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
35.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
35.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
35.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
35.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
35.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
35.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
35.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
34.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
34.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
34.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
34.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
34.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
34.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
34.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
34.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
34.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
34.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
34.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
34.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
34.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
33.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
33.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
33.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
33.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
33.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
33.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
33.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
33.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
32.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
32.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
32.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
32.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
32.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
31.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
31.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
31.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
31.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
30.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
30.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
30.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
30.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
30.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
30.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
30.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
30.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
30.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
30.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
30.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
30.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
29.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
29.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
29.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
29.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
29.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
29.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
29.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
29.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
29.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
29.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
29.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
28.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
28.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
28.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
28.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
28.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
27.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
27.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
27.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
27.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
27.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
26.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
26.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
26.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
26.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
25.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
25.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
25.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
25.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
24.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
24.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
24.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
24.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
24.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
23.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
23.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
22.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
21.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
21.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
20.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
20.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
18.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
17.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
14.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
8.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MKNK2 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
61.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
130.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
124.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
112.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
109.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
107.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
104.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
100.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
98.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
92.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
91.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
89.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
85.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
85.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
82.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
79.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
78.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
76.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
75.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
75.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
73.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
72.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
71.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
71.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
70.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
70.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
69.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
69.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
69.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
68.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
68.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
68.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
68.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
66.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
66.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
65.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
64.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
63.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
63.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
63.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
63.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
62.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
61.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
61.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
60.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
60.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
59.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
59.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
58.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
58.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
57.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
57.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
57.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
57.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
56.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
56.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
56.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
55.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
55.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
54.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
54.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
53.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
53.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
52.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
52.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
52.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
51.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
51.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
51.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
49.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
47.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
47.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
47.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
47.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
46.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
46.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
46.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
45.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
44.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
44.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
44.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
42.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
41.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
40.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
40.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
39.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
38.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
37.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
36.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
35.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
33.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
31.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
30.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
29.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
29.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 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.
MKNK2 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
56.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
215.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
179.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
166.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
152.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
143.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
139.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
138.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
135.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
129.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
126.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
126.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
118.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
115.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
114.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
114.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
114.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
113.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
111.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
108.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
106.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
105.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
99.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
98.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
97.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
97.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
96.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
95.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
93.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
92.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
92.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
89.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
89.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
89.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
85.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
85.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
83.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
83.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
80.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
79.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
79.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
78.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
78.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
77.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
77.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
76.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
75.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
75.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
75.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
75.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
74.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
74.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
73.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
73.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
72.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
72.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
72.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
72.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
71.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
71.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
71.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
71.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
70.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
69.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
68.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
68.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
68.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
67.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
67.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
67.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
67.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
66.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
66.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
66.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
66.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
66.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
65.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
65.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
65.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
65.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
65.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
64.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
63.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
63.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
63.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
63.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
62.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
62.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
61.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
61.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
61.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
61.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
61.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
60.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
60.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
60.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
60.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
59.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
59.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
59.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
59.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
58.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
58.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
58.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
58.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
58.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
57.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
57.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
56.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
56.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
56.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
56.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
56.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
55.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
55.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
55.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
54.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
53.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
53.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
53.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
53.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
52.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
52.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
52.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
52.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
51.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
51.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
51.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
51.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
51.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
50.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
50.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
49.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
49.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
48.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
48.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
48.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
48.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
48.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
48.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
48.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
48.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
47.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
47.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
47.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
47.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
47.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
46.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
46.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
46.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
46.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
46.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
46.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
46.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
46.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
45.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
45.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
45.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
44.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
44.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
44.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
44.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
44.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
44.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
44.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
44.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
44.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
43.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
43.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
43.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
43.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
43.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
43.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
43.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
43.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
43.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
42.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
42.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
42.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
41.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
41.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
41.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
41.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
41.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
41.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
41.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
41.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
40.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
40.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
40.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
40.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
40.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
40.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
40.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
40.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
40.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
39.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
39.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
39.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
39.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
39.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
39.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
38.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
38.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
37.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
37.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
37.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
37.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
37.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
37.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
36.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
36.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
36.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
36.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
36.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
35.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
35.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
35.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
34.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
34.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
34.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
34.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
34.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
34.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
34.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
33.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
33.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
33.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
33.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
33.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
33.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
32.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
32.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
32.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
32.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
32.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
31.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
31.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
30.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
30.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
30.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
30.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
30.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
29.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
29.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
29.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
29.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
29.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
29.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
28.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
28.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
27.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
26.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
26.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
26.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
24.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
24.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
21.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
16.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
16.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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
