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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.
ZMIZ2 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
41.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
106.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
96.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
90.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
83.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
83.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
79.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
77.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
74.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
65.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
64.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
63.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
62.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
57.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
57.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
56.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
56.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
56.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
54.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
51.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
51.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
49.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
49.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
47.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
47.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
45.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
43.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
43.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
42.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
41.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
39.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
38.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
36.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
36.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
34.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
32.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
31.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
30.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
26.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
26.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
25.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
24.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
23.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
22.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
20.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
20.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
16.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
16.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
13.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
ZMIZ2 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
22.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
69.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
63.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
58.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
50.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
48.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
48.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
47.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
44.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
44.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
44.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
43.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
43.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
42.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
42.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
41.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
41.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
39.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
39.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
39.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
38.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
38.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
38.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
38.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
37.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
37.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
37.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
37.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
37.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
37.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
36.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
36.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
36.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
36.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
36.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
36.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
35.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
35.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
35.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
35.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
35.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
35.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
35.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
35.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
35.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
34.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
34.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
34.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
34.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
34.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
34.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
33.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
33.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
32.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
32.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
32.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
32.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
32.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
32.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
32.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
32.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
31.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
31.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
31.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
31.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
31.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
31.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
31.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
31.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
31.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
31.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
31.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
30.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
30.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
30.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
30.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
30.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
30.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
30.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
30.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
29.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
29.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
29.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
29.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
29.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
29.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
29.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
29.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
29.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
29.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
29.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
29.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
28.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
28.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
28.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
28.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
28.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
28.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
28.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
28.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
28.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
28.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
28.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
28.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
27.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
27.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
27.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
27.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
27.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
27.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
27.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
27.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
27.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
27.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
26.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
26.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
26.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
26.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
26.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
26.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
26.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
26.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
26.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
26.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
26.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
26.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
26.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
25.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
25.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
25.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
25.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
25.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
25.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
25.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
25.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
24.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
24.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
24.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
24.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
24.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
24.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
24.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
24.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
24.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
24.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
24.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
24.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
24.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
24.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
23.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
23.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
23.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
23.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
23.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
23.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
23.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
23.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
23.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
23.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
23.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
23.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
22.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
22.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
22.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
22.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
22.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
22.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
22.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
22.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
22.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
22.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
22.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
22.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
22.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
22.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
22.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
21.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
21.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
21.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
21.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
21.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
21.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
21.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
21.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
21.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
21.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
21.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
20.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
20.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
20.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
20.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
20.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
20.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
20.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
20.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
20.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
20.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
20.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
20.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
19.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
19.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
19.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
19.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
19.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
19.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
19.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
19.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
18.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
18.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
18.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
18.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
18.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
18.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
18.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
18.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
18.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
18.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
18.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
17.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
17.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
17.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
17.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
17.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
17.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
17.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
16.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
16.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
16.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
16.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
16.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
16.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
16.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
15.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
15.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
15.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
15.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
14.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
14.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
14.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
13.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
11.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
11.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
11.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
10.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
9.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
9.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
8.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
8.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
7.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
6.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
5.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZMIZ2 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
30.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
69.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
64.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
60.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
55.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
53.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
49.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
48.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
46.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
46.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
42.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
42.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
42.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
41.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
41.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
40.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
40.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
39.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
39.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
38.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
38.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
37.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
36.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
36.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
36.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
36.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
35.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
35.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
34.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
34.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
34.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
33.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
32.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
32.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
32.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
32.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
32.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
31.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
31.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
31.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
31.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
30.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
30.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
30.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
30.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
30.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
30.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
30.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
29.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
29.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
29.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
29.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
28.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
27.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
27.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
27.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
27.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
26.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
26.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
26.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
25.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
24.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
24.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
24.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
22.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
21.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
18.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
15.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
13.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
13.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
ZMIZ2 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
41.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
146.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
137.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
130.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
121.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
120.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
112.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
106.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
106.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
101.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
99.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
98.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
88.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
87.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
85.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
82.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
82.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
82.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
81.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
81.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
80.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
80.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
80.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
79.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
77.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
77.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
72.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
72.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
72.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
71.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
71.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
69.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
69.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
68.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
68.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
68.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
68.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
67.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
67.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
67.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
67.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
67.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
66.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
66.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
66.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
65.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
65.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
64.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
63.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
63.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
63.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
62.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
62.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
62.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
61.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
61.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
61.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
60.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
60.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
60.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
60.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
59.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
59.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
58.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
58.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
57.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
57.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
56.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
56.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
56.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
56.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
56.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
56.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
54.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
54.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
54.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
54.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
53.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
53.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
52.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
51.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
51.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
51.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
51.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
50.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
50.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
50.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
50.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
49.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
49.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
48.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
48.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
48.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
47.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
47.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
46.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
46.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
46.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
45.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
45.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
45.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
44.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
44.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
44.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
43.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
43.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
43.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
43.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
42.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
42.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
42.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
41.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
41.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
41.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
40.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
40.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
40.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
40.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
39.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
39.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
38.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
38.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
38.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
38.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
37.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
37.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
37.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
36.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
36.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
36.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
36.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
35.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
35.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
35.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
35.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
35.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
35.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
34.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
34.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
34.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
34.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
34.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
34.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
33.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
33.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
33.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
33.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
33.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
32.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
32.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
32.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
32.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
32.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
32.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
31.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
31.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
31.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
31.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
31.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
30.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
30.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
30.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
30.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
30.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
30.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
30.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
30.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
30.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
29.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
29.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
29.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
29.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
28.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
28.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
27.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
27.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
27.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
27.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
27.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
27.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
25.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
25.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
24.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
23.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
23.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
23.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
23.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
23.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
23.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
23.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
23.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
23.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
22.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
22.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
22.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
21.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
21.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
20.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
20.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
20.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
19.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
19.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
18.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
17.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
17.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
16.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
16.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
15.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
15.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
14.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
14.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
13.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
13.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
12.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.2
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0088970003
Tumor
0.6
CPT0065430003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0077310003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0015910003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0014450004
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0012280003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0086890003
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0010160003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0006530001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0017850003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0087040003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0092800003
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0063630003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0012570003
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0077320001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0025350003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0076330003
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0082010001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0081880003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
