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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.
SNX14 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
33.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
94.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
87.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
75.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
55.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
53.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
52.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
51.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
49.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
48.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
47.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
45.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
44.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
43.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
42.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
41.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
40.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
38.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
38.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
38.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
37.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
35.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
33.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
33.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
32.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
32.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
32.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
32.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
32.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
31.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
30.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
30.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
30.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
29.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
29.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
29.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
28.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
27.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
25.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
25.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
23.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
23.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
23.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
22.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
22.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
21.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
21.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
20.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
18.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
16.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
7.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
SNX14 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
34.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
103.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
100.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
92.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
89.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
71.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
66.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
65.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
65.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
63.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
60.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
59.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
59.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
59.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
59.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
58.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
57.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
57.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
56.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
55.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
54.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
54.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
53.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
53.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
53.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
53.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
53.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
52.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
51.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
51.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
51.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
51.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
50.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
50.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
49.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
49.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
49.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
49.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
49.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
49.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
49.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
48.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
48.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
48.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
48.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
48.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
48.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
48.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
48.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
48.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
47.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
47.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
47.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
47.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
47.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
47.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
47.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
47.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
46.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
46.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
46.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
46.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
46.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
46.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
46.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
46.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
45.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
45.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
45.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
45.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
45.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
45.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
45.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
45.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
45.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
45.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
44.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
44.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
44.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
44.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
44.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
44.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
44.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
44.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
44.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
44.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
44.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
43.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
43.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
43.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
43.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
43.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
43.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
43.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
43.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
43.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
43.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
42.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
42.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
42.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
42.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
42.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
42.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
42.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
42.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
41.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
41.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
41.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
41.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
41.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
41.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
41.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
41.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
41.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
41.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
41.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
41.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
40.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
40.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
40.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
40.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
40.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
40.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
40.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
39.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
39.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
39.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
39.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
39.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
39.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
39.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
39.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
39.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
39.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
39.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
39.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
39.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
39.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
39.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
39.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
38.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
38.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
38.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
38.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
38.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
38.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
38.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
38.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
38.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
38.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
38.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
38.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
38.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
37.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
37.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
37.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
37.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
37.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
37.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
37.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
37.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
37.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
37.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
37.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
37.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
37.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
37.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
37.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
37.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
37.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
37.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
37.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
36.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
36.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
36.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
36.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
36.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
36.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
36.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
36.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
36.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
35.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
35.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
35.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
35.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
35.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
35.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
35.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
35.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
35.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
35.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
35.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
35.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
35.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
35.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
35.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
34.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
34.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
34.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
34.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
34.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
34.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
34.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
34.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
34.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
34.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
34.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
34.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
34.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
34.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
34.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
34.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
34.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
34.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
34.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
34.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
34.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
34.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
34.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
34.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
34.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
34.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
34.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
33.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
33.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
33.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
33.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
33.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
33.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
33.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
33.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
33.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
33.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
33.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
33.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
33.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
33.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
33.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
33.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
33.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
33.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
33.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
33.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
33.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
32.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
32.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
32.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
32.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
32.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
32.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
32.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
32.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
32.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
32.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
32.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
32.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
32.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
32.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
32.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
32.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
32.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
32.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
32.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
32.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
32.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
32.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
32.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
32.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
31.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
31.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
31.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
31.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
31.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
31.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
31.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
31.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
31.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
31.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
31.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
31.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
31.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
31.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
31.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
31.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
31.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
31.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
31.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
31.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
31.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
30.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
30.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
30.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
30.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
30.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
30.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
30.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
30.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
30.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
30.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
30.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
30.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
30.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
30.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
30.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
30.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
30.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
30.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
30.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
30.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
30.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
30.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
29.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
29.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
29.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
29.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
29.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
29.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
29.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
29.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
29.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
29.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
29.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
29.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
29.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
28.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
28.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
28.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
28.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
28.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
28.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
28.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
28.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
28.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
28.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
27.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
27.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
27.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
27.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
27.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
27.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
27.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
27.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
27.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
26.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
26.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
26.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
26.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
26.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
26.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
26.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
26.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
26.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
26.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
26.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
26.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
25.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
25.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
25.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
25.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
25.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
25.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
25.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
25.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
25.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
24.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
24.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
24.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
24.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
24.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
24.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
24.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
23.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
23.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
23.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
23.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
23.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
23.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
23.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
23.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
22.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
22.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
22.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
22.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
22.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
22.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
21.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
20.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
20.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
20.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
19.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
19.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
19.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
19.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
18.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
18.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
18.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
18.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
17.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
17.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
16.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
15.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
12.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
12.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
SNX14 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
40.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
72.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
66.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
64.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
60.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
59.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
59.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
57.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
57.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
56.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
55.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
55.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
55.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
55.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
54.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
54.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
54.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
53.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
53.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
52.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
52.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
51.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
51.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
49.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
49.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
48.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
47.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
47.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
47.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
46.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
46.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
45.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
45.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
45.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
45.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
45.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
44.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
44.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
44.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
43.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
43.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
43.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
42.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
41.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
40.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
39.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
39.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
39.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
39.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
37.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
37.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
36.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
36.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
35.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
35.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
33.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
32.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
32.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
32.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
32.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
32.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
31.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
31.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
30.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
29.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
28.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
27.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
26.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
26.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
26.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
25.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
24.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
23.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
22.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
21.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
18.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
SNX14 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
45.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
143.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
142.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
100.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
98.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
88.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
83.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
81.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
80.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
80.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
79.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
78.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
78.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
77.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
77.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
77.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
76.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
75.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
75.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
75.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
75.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
75.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
72.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
72.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
71.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
71.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
71.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
69.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
69.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
69.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
68.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
67.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
66.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
66.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
66.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
65.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
65.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
65.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
65.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
65.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
64.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
64.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
64.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
64.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
63.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
63.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
63.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
63.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
63.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
62.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
62.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
61.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
61.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
61.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
61.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
60.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
60.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
60.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
59.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
59.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
59.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
58.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
58.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
58.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
58.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
57.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
57.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
57.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
57.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
57.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
56.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
56.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
56.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
56.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
56.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
56.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
56.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
56.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
55.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
54.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
54.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
54.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
53.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
53.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
53.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
52.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
52.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
52.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
52.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
51.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
51.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
51.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
51.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
51.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
51.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
50.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
50.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
50.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
50.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
50.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
50.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
50.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
50.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
50.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
49.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
49.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
49.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
48.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
48.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
48.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
48.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
48.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
48.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
48.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
48.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
47.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
47.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
47.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
47.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
47.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
47.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
47.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
47.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
47.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
46.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
46.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
46.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
45.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
45.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
45.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
45.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
45.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
45.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
44.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
44.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
44.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
44.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
44.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
43.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
43.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
43.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
43.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
43.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
42.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
42.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
42.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
42.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
42.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
41.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
41.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
41.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
41.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
41.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
41.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
41.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
41.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
41.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
40.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
40.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
40.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
40.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
40.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
39.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
39.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
39.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
39.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
39.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
39.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
39.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
39.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
38.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
38.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
38.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
38.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
38.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
38.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
38.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
37.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
37.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
37.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
37.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
36.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
36.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
36.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
36.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
36.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
36.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
36.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
36.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
35.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
35.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
35.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
34.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
34.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
34.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
33.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
32.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
32.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
32.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
31.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
31.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
31.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
31.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
31.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
30.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
30.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
30.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
30.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
30.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
30.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
30.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
30.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
29.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
29.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
29.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
29.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
29.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
29.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
28.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
28.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
28.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
27.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
26.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
26.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
26.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
25.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
24.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
24.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
24.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
23.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
23.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
22.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
22.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
21.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
21.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
21.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
21.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
20.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
20.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
19.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
19.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
18.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
18.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
16.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
16.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
14.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
14.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
10.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
3.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
0.9
CPT0064370003
Tumor
0.8
CPT0065750003
Tumor
0.7
CPT0079180003
Tumor
0.6
CPT0079230003
Tumor
0.6
CPT0023690003
Tumor
0.6
CPT0014160003
Tumor
0.6
CPT0084590001
Normal
0.5
CPT0081880003
Tumor
0.5
CPT0001500009
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0011410003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0075560003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0092790003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0019130003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0026420001
Normal
0.3
CPT0089460004
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0025920001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0002350011
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0087050003
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0012550003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0069190001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0000780007
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0088570001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0088780001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0092800003
Normal
0.0
CPT0064400001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0007870001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0092310003
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0012640003
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0078830003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0017850003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0084560003
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0078800003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0065870003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0018250001
Normal
-0.4
CPT0012180003
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0001540009
Tumor
-0.5
CPT0009020003
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0012920003
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0001180009
Tumor
-0.6
CPT0013790003
Normal
-0.7
CPT0009080003
Normal
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.