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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.
CIZ1 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
43.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
91.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
87.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
85.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
82.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
80.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
77.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
74.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
71.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
70.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
69.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
69.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
58.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
57.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
56.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
55.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
55.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
54.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
53.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
52.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
47.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
46.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
46.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
46.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
45.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
43.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
42.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
39.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
39.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
38.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
38.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
38.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
38.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
38.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
37.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
34.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
34.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
34.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
32.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
32.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
32.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
31.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
30.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
29.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
29.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
28.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
27.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
27.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
25.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
24.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
24.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
21.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
21.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
20.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
19.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
17.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
16.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 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.
CIZ1 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
37.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
123.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
113.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
89.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
84.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
70.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
68.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
68.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
67.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
65.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
63.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
63.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
62.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
62.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
62.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
61.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
61.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
60.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
60.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
59.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
59.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
59.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
59.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
59.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
58.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
57.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
57.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
57.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
57.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
57.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
57.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
57.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
57.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
56.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
56.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
56.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
55.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
55.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
55.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
54.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
54.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
54.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
54.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
54.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
54.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
54.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
53.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
53.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
53.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
53.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
53.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
53.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
52.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
52.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
52.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
52.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
52.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
52.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
52.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
51.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
51.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
51.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
51.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
51.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
51.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
51.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
51.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
50.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
50.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
50.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
50.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
50.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
50.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
50.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
50.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
50.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
50.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
49.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
49.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
49.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
49.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
49.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
49.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
49.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
49.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
48.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
48.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
48.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
48.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
48.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
48.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
48.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
47.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
47.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
47.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
47.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
47.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
47.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
47.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
47.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
47.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
47.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
47.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
47.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
47.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
47.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
47.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
46.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
46.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
46.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
46.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
46.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
46.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
46.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
46.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
46.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
46.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
46.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
46.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
46.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
46.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
45.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
45.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
45.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
45.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
45.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
45.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
45.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
45.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
45.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
45.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
45.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
45.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
45.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
44.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
44.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
44.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
44.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
44.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
44.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
44.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
44.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
44.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
44.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
44.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
44.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
44.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
44.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
44.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
44.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
44.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
44.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
44.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
44.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
43.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
43.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
43.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
43.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
43.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
43.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
43.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
43.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
43.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
43.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
43.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
43.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
43.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
42.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
42.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
42.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
42.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
42.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
42.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
42.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
42.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
42.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
42.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
41.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
41.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
41.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
41.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
41.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
41.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
41.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
41.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
41.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
41.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
41.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
41.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
40.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
40.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
40.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
40.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
40.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
40.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
40.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
40.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
40.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
40.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
40.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
40.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
40.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
40.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
40.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
40.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
40.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
40.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
40.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
40.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
40.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
39.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
39.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
39.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
39.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
39.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
39.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
39.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
39.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
39.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
39.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
39.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
39.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
39.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
39.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
39.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
39.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
39.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
39.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
38.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
38.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
38.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
38.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
38.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
38.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
38.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
38.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
38.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
38.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
38.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
38.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
38.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
37.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
37.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
37.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
37.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
37.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
37.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
37.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
37.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
37.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
36.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
36.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
36.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
36.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
36.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
36.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
36.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
36.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
36.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
36.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
36.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
36.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
36.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
35.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
35.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
35.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
35.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
35.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
35.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
35.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
35.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
35.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
35.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
35.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
35.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
35.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
35.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
35.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
34.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
34.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
34.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
34.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
34.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
34.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
34.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
34.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
34.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
34.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
34.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
34.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
34.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
33.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
33.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
33.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
33.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
33.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
33.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
33.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
33.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
32.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
32.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
32.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
32.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
32.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
32.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
32.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
32.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
32.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
32.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
32.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
32.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
32.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
32.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
32.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
31.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
31.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
31.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
31.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
31.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
31.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
31.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
31.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
31.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
31.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
31.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
31.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
31.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
30.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
30.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
30.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
30.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
30.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
30.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
30.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
30.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
30.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
30.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
30.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
30.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
30.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
29.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
29.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
29.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
29.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
29.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
29.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
29.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
29.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
29.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
29.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
29.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
29.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
29.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
29.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
29.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
28.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
28.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
28.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
28.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
28.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
28.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
28.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
28.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
27.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
27.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
27.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
27.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
27.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
26.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
26.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
26.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
26.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
26.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
26.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
26.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
25.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
25.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
25.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
25.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
25.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
25.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
25.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
24.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
24.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
24.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
24.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
23.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
23.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
23.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
22.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
22.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
22.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
22.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
22.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
22.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
22.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
22.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
22.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
21.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
21.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
21.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
21.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
21.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
21.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
21.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
21.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
20.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
20.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
20.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
19.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
19.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
19.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
19.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
19.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
18.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
18.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
17.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
17.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
17.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
16.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
15.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
15.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
15.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
15.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
13.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
10.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
8.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
4.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
2.9
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.
CIZ1 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
35.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
53.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
53.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
52.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
51.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
51.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
51.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
49.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
49.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
48.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
48.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
48.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
46.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
45.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
45.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
45.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
44.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
44.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
44.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
44.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
43.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
43.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
42.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
42.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
42.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
42.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
42.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
42.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
41.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
41.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
41.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
41.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
41.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
41.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
40.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
40.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
40.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
40.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
39.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
38.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
38.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
37.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
37.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
37.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
37.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
37.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
37.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
37.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
36.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
36.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
35.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
35.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
35.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
34.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
34.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
33.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
32.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
31.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
31.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
30.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
28.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
28.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
27.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
26.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
26.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
25.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
25.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
24.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
24.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
23.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
23.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
22.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
22.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
21.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
CIZ1 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
42.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
136.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
102.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
100.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
98.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
98.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
96.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
95.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
94.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
94.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
92.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
92.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
91.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
87.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
84.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
83.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
82.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
82.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
80.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
77.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
77.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
75.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
74.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
74.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
71.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
71.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
70.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
67.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
67.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
66.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
66.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
66.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
65.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
65.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
65.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
65.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
64.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
63.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
62.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
62.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
62.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
61.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
61.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
60.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
60.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
59.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
59.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
59.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
59.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
59.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
58.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
58.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
58.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
58.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
58.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
57.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
57.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
57.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
57.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
57.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
57.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
57.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
56.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
56.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
56.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
56.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
55.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
55.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
54.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
53.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
53.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
52.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
52.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
52.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
52.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
51.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
50.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
50.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
49.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
49.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
49.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
48.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
48.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
47.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
47.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
47.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
47.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
47.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
47.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
46.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
46.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
46.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
46.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
45.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
45.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
44.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
44.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
44.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
44.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
44.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
44.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
44.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
43.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
43.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
42.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
42.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
41.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
41.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
41.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
41.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
41.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
41.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
40.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
40.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
40.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
40.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
40.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
40.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
40.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
39.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
39.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
39.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
39.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
39.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
38.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
38.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
38.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
38.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
38.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
37.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
37.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
37.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
36.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
36.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
36.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
36.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
36.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
36.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
36.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
36.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
35.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
35.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
35.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
35.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
35.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
35.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
35.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
34.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
34.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
34.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
34.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
34.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
34.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
34.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
34.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
34.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
34.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
34.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
34.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
33.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
33.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
33.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
33.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
33.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
33.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
33.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
33.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
32.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
32.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
32.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
32.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
32.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
31.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
31.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
31.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
31.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
31.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
31.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
31.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
31.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
31.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
30.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
30.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
30.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
30.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
30.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
30.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
30.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
30.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
30.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
30.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
30.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
30.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
30.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
29.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
29.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
29.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
29.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
29.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
29.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
29.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
28.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
28.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
28.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
28.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
28.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
28.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
28.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
27.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
27.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
27.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
27.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
27.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
27.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
27.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
27.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
26.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
26.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
26.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
25.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
25.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
25.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
25.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
25.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
24.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
24.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
23.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
23.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
22.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
22.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
22.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
22.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
22.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
21.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
21.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
21.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
21.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
18.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
17.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
14.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
14.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
13.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
11.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079300001
Normal
0.7
CPT0006440003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0077490003
Tumor
0.6
CPT0000780007
Tumor
0.6
CPT0006630003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0025580004
Tumor
0.5
CPT0012640003
Normal
0.5
CPT0078510003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0078930003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0088480003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0092790003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0088760003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0079230003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0086030003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0012770003
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0079180003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0020130001
Normal
0.2
CPT0066480003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0075560003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0001230001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0065820001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0078940001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0000790001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0087050003
Normal
-0.2
CPT0025230003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0084560003
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0088780001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0024670003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0012280003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0078660003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.