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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCL14 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
19.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
168.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
91.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
69.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
69.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
45.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
44.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
44.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
43.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
43.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
40.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
36.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
33.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
32.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
25.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
24.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
20.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
16.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
12.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
10.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
10.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
8.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
7.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
4.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
CCL14 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
34.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
447.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
390.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
326.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
239.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
235.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
232.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
207.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
194.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
187.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
179.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
176.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
173.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
169.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
165.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
156.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
152.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
148.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
146.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
145.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
145.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
141.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
140.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
139.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
137.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
135.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
128.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
127.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
127.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
126.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
125.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
125.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
120.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
111.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
110.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
110.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
109.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
108.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
107.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
107.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
107.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
106.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
103.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
103.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
102.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
101.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
101.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
101.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
98.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
97.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
95.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
95.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
88.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
87.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
87.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
87.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
85.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
85.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
85.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
84.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
84.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
83.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
83.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
83.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
81.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
81.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
79.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
78.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
76.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
73.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
73.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
72.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
71.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
71.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
71.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
70.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
70.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
69.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
68.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
68.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
68.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
67.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
66.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
65.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
64.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
64.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
63.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
63.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
62.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
61.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
61.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
61.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
61.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
60.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
60.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
60.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
59.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
59.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
59.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
58.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
58.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
58.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
58.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
56.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
56.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
56.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
55.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
55.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
55.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
54.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
54.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
54.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
54.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
53.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
52.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
52.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
51.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
51.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
51.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
51.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
50.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
50.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
50.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
49.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
49.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
49.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
48.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
47.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
47.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
47.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
45.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
44.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
44.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
44.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
43.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
43.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
42.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
42.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
41.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
41.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
41.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
41.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
41.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
40.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
40.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
39.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
39.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
38.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
38.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
37.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
37.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
36.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
36.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
36.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
35.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
35.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
35.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
34.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
34.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
33.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
33.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
33.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
31.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
30.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
30.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
30.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
30.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
30.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
29.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
29.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
28.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
28.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
28.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
28.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
27.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
27.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
27.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
27.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
27.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
26.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
26.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
26.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
26.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
26.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
26.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
26.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
26.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
25.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
25.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
25.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
25.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
25.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
24.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
24.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
23.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
23.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
23.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
22.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
22.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
22.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
21.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
21.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
20.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
19.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
19.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
18.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
17.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
17.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
16.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
15.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
15.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
15.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
14.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
12.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
11.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
10.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
9.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
9.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
9.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
9.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
9.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
8.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
8.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
8.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
8.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
8.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
8.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
8.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
7.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
7.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
7.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
7.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
7.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
6.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
6.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
6.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.4
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
6.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
6.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
6.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
5.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
5.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
5.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
5.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
5.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
5.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
5.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
4.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
4.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
4.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
4.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
4.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
4.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
4.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
4.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
4.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
4.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
4.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
4.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
4.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
4.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
4.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
4.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
4.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
4.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
3.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
3.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
3.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
3.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
3.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
3.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
3.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
3.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
3.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
3.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
3.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
3.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
3.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
3.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
3.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
3.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
3.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
3.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
3.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
2.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
2.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
2.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
2.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
2.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
2.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
2.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
2.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
2.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
2.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
2.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
2.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
2.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
2.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
1.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
1.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
1.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
1.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
1.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
0.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
0.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
0.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
0.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
0.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
0.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
0.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
0.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
0.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
0.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
0.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
0.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
0.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 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.
CCL14 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
15.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
231.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
170.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
156.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
86.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
72.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
64.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
53.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
50.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
44.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
40.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
36.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
33.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
29.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
28.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
22.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
17.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
15.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
14.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
10.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
9.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
8.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
8.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
8.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
6.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
6.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
5.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
5.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
5.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
5.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
5.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
4.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
4.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
4.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
3.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
3.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
3.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
3.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
3.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
2.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
2.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
2.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
2.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
2.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
2.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
2.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
2.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
2.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
2.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
1.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
0.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
0.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
0.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
0.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
0.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
0.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
0.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
0.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
0.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
0.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
0.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
0.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
0.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
0.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
0.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
0.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
0.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
0.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 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.
CCL14 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
5.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
58.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
47.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
41.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
41.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
33.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
32.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
32.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
30.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
30.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
29.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
29.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
25.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
25.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
24.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
21.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
20.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
18.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
18.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
13.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
13.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
12.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
11.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
11.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
11.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
11.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
10.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
10.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
9.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
8.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
7.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
7.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
6.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
6.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
6.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
6.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
6.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
6.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
6.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
5.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
5.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
5.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
5.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
5.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
5.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
5.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
4.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
4.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
4.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
4.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
4.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
4.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
4.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
4.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
4.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
3.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
3.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
3.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
3.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
3.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
3.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
3.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
3.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
3.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
3.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
3.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
3.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
3.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
2.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
2.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
2.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
2.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
2.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
2.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
2.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
2.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
2.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
2.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
2.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
2.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
2.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
1.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
1.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
0.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
0.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
0.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
0.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
0.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
0.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
0.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
0.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
0.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
0.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
0.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
0.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
0.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
0.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
0.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
0.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
0.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
0.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
0.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
0.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
0.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
0.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
0.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
0.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
0.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
0.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
0.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
0.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
0.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
0.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
0.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
0.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
0.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
0.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
0.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
0.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
0.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
0.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026420001
Normal
2.7
CPT0000790001
Normal
2.0
CPT0077140001
Normal
1.8
CPT0012290003
Normal
1.7
CPT0079000001
Normal
1.7
CPT0000890001
Normal
1.6
CPT0078530001
Normal
1.5
CPT0006530001
Normal
1.4
CPT0000660001
Normal
1.3
CPT0023360001
Normal
1.3
CPT0078940001
Normal
1.2
CPT0086370003
Normal
1.2
CPT0065450001
Normal
1.2
CPT0012770003
Normal
1.1
CPT0025610001
Normal
1.1
CPT0014350001
Normal
1.1
CPT0020130001
Normal
1.1
CPT0081620001
Normal
1.0
CPT0092800003
Normal
1.0
CPT0079430001
Normal
1.0
CPT0006950001
Normal
0.9
CPT0012090003
Normal
0.9
CPT0006730001
Normal
0.9
CPT0082010001
Normal
0.9
CPT0001350001
Normal
0.9
CPT0001190001
Normal
0.9
CPT0086970003
Normal
0.9
CPT0069010001
Normal
0.9
CPT0088710001
Normal
0.8
CPT0086830003
Normal
0.8
CPT0018250001
Normal
0.8
CPT0009080003
Normal
0.8
CPT0065820001
Normal
0.8
CPT0088920001
Normal
0.7
CPT0088570001
Normal
0.7
CPT0063330001
Normal
0.7
CPT0084560003
Tumor
0.6
CPT0092740003
Normal
0.5
CPT0075720003
Tumor
0.5
CPT0007470001
Normal
0.5
CPT0089040001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0076330003
Tumor
0.4
CPT0010170001
Normal
0.3
CPT0089480003
Normal
0.3
CPT0002370001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0066430001
Normal
0.3
CPT0063640001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0086890003
Normal
0.2
CPT0087050003
Normal
0.2
CPT0075570001
Normal
0.2
CPT0063630003
Tumor
0.2
CPT0024680001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0012920003
Normal
0.0
CPT0078670001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0092310003
Normal
-0.2
CPT0011240003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0065870003
Tumor
-0.2
CPT0092190003
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0066480003
Tumor
-0.4
CPT0007870001
Normal
-0.4
CPT0020020001
Normal
-0.4
CPT0001180009
Tumor
-0.4
CPT0081990003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0069190001
Normal
-0.4
CPT0063320003
Tumor
-0.5
CPT0019160001
Normal
-0.5
CPT0010160003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0023710001
Normal
-0.5
CPT0088780001
Normal
-0.5
CPT0002350011
Tumor
-0.5
CPT0012570003
Normal
-0.6
CPT0066520001
Normal
-0.6
CPT0075130003
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0078830003
Tumor
-0.7
CPT0077310003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0025110003
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0012550003
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0012080003
Tumor
-0.8
CPT0088640003
Normal
-0.8
CPT0075560003
Tumor
-0.8
CPT0088900003
Tumor
-0.8
CPT0069000003
Tumor
-0.8
CPT0000780007
Tumor
-0.8
CPT0081600003
Tumor
-0.8
CPT0085670003
Tumor
-0.8
CPT0066470004
Tumor
-0.8
CPT0079480003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0065930003
Tumor
-0.8
CPT0012900004
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0065690003
Tumor
-0.8
CPT0092160003
Tumor
-0.9
CPT0077320001
Normal
-0.9
CPT0089020003
Tumor
-0.9
CPT0014370004
Tumor
-0.9
CPT0064370003
Tumor
-0.9
CPT0065750003
Tumor
-0.9
CPT0086820003
Tumor
-1.0
CPT0010110003
Tumor
-1.0
CPT0020120003
Tumor
-1.0
CPT0086030003
Tumor
-1.0
CPT0012640003
Normal
-1.0
CPT0017850003
Tumor
-1.0
CPT0089460004
Tumor
-1.0
CPT0014160003
Tumor
-1.1
CPT0078930003
Tumor
-1.1
CPT0087040003
Tumor
-1.1
CPT0015810003
Tumor
-1.1
CPT0065810003
Tumor
-1.1
CPT0002270011
Tumor
-1.1
CPT0092730003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0069160003
Tumor
-1.2
CPT0007320003
Tumor
-1.2
CPT0088630003
Tumor
-1.2
CPT0011410003
Tumor
-1.2
CPT0012280003
Tumor
-1.2
CPT0009000003
Tumor
-1.2
CPT0077110003
Tumor
-1.2
CPT0006900003
Tumor
-1.3
CPT0012370003
Tumor
-1.3
CPT0079380003
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0001500009
Tumor
-1.3
CPT0000870016
Tumor
-1.3
CPT0001220008
Tumor
-1.3
CPT0086870003
Tumor
-1.4
CPT0025580004
Tumor
-1.4
CPT0009060003
Tumor
-1.4
CPT0001260009
Tumor
-1.4
CPT0078510003
Tumor
-1.4
CPT0088970003
Tumor
-1.4
CPT0079410003
Tumor
-1.4
CPT0024670003
Tumor
-1.4
CPT0088550004
Tumor
-1.4
CPT0006630003
Tumor
-1.4
CPT0001540009
Tumor
-1.5
CPT0086360003
Tumor
-1.5
CPT0012670003
Tumor
-1.5
CPT0025050003
Tumor
-1.5
CPT0092290003
Tumor
-1.5
CPT0025230003
Tumor
-1.6
CPT0026410003
Tumor
-1.6
CPT0025170003
Tumor
-1.6
CPT0025880003
Tumor
-1.6
CPT0088690003
Tumor
-1.6
CPT0019130003
Tumor
-1.6
CPT0015730003
Tumor
-1.6
CPT0078660003
Tumor
-1.7
CPT0023350003
Tumor
-1.7
CPT0023690003
Tumor
-1.8
CPT0001340003
Tumor
-1.9
CPT0065430003
Tumor
-1.9
CPT0078990003
Tumor
-1.9
CPT0014450004
Tumor
-2.0
CPT0079180003
Tumor
-2.0
CPT0078800003
Tumor
-2.0
CPT0012180003
Tumor
-2.1
CPT0025290003
Tumor
-2.2
CPT0081880003
Tumor
-2.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
