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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.
MZT2B 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
69.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
466.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
297.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
186.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
131.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
123.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
112.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
99.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
92.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
83.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
83.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
82.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
81.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
79.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
78.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
75.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
73.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
73.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
73.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
70.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
69.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
68.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
68.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
67.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
66.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
66.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
66.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
65.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
65.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
64.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
64.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
62.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
62.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
59.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
55.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
55.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
54.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
53.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
53.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
52.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
52.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
51.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
51.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
51.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
44.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
43.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
43.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
42.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
42.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
42.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
40.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
39.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
39.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
39.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
33.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
28.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
21.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
16.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
13.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
MZT2B 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
188.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1082.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
650.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
609.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
577.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
550.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
502.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
499.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
469.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
457.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
445.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
427.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
426.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
415.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
406.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
404.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
404.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
398.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
397.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
388.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
385.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
385.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
379.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
378.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
376.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
361.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
344.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
341.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
340.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
335.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
333.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
333.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
331.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
330.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
326.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
326.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
313.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
311.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
311.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
311.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
309.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
307.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
306.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
300.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
297.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
294.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
292.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
291.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
290.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
290.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
289.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
289.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
287.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
284.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
283.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
282.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
281.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
281.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
281.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
280.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
277.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
276.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
276.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
274.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
274.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
273.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
272.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
272.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
271.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
270.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
269.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
269.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
267.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
265.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
265.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
264.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
263.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
260.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
259.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
259.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
258.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
257.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
256.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
255.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
254.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
254.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
252.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
251.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
251.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
251.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
251.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
250.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
248.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
247.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
247.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
247.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
246.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
244.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
244.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
242.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
242.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
241.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
241.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
241.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
240.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
239.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
238.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
238.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
237.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
237.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
236.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
235.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
235.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
234.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
233.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
233.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
232.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
232.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
231.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
231.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
231.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
230.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
230.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
230.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
229.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
229.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
228.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
227.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
227.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
227.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
225.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
224.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
223.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
223.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
223.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
223.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
222.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
220.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
219.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
217.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
214.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
214.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
213.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
213.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
213.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
212.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
212.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
212.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
211.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
211.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
210.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
210.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
210.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
209.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
208.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
208.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
208.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
208.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
207.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
206.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
206.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
206.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
206.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
205.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
205.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
204.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
204.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
204.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
204.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
203.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
203.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
203.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
203.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
203.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
203.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
202.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
202.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
201.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
200.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
200.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
199.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
199.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
199.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
199.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
199.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
199.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
198.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
198.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
198.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
197.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
197.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
197.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
197.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
197.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
196.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
196.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
196.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
196.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
195.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
195.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
195.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
195.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
195.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
194.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
194.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
194.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
193.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
191.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
191.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
191.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
190.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
190.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
189.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
189.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
188.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
188.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
186.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
186.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
186.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
185.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
184.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
184.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
184.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
184.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
183.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
183.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
183.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
183.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
183.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
182.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
182.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
181.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
181.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
180.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
180.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
179.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
179.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
179.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
179.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
179.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
179.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
179.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
178.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
178.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
178.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
178.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
177.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
177.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
175.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
175.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
175.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
175.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
174.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
174.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
174.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
174.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
173.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
173.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
173.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
173.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
172.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
172.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
172.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
172.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
171.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
170.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
170.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
170.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
169.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
169.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
169.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
168.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
168.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
168.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
168.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
167.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
167.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
167.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
166.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
166.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
166.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
165.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
165.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
165.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
165.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
164.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
164.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
163.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
163.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
163.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
163.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
163.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
163.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
163.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
162.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
162.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
161.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
161.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
161.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
160.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
160.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
160.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
159.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
158.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
158.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
158.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
158.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
157.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
157.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
157.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
157.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
157.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
157.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
157.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
156.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
156.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
156.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
155.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
155.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
155.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
154.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
154.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
154.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
153.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
153.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
153.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
152.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
151.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
151.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
151.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
151.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
150.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
150.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
149.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
149.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
149.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
148.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
148.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
148.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
148.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
148.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
147.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
147.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
147.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
146.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
146.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
145.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
145.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
144.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
142.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
142.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
142.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
142.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
142.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
142.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
141.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
141.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
141.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
141.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
140.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
139.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
139.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
139.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
138.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
138.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
138.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
138.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
138.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
138.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
138.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
137.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
137.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
137.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
137.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
136.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
136.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
136.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
136.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
136.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
136.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
135.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
135.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
135.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
134.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
134.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
134.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
134.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
133.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
133.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
133.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
132.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
132.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
132.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
132.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
132.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
132.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
131.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
131.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
131.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
131.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
131.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
131.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
130.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
130.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
130.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
130.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
130.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
129.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
128.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
128.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
128.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
128.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
128.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
127.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
127.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
127.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
126.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
126.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
125.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
125.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
124.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
124.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
124.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
124.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
123.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
123.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
123.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
123.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
123.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
122.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
120.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
119.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
119.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
119.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
118.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
118.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
118.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
117.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
117.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
117.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
116.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
116.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
116.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
115.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
115.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
114.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
114.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
113.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
113.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
113.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
113.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
111.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
110.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
109.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
109.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
108.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
108.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
108.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
107.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
107.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
106.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
106.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
105.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
105.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
104.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
103.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
103.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
103.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
102.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
100.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
100.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
99.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
99.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
97.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
97.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
97.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
97.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
97.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
96.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
96.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
94.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
93.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
92.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
92.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
92.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
82.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
82.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
81.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
80.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
79.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
78.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
78.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
77.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
76.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
75.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
74.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
73.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
69.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
66.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
65.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
61.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
61.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
60.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
58.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
58.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
57.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
52.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
51.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
43.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
42.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
40.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
38.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
34.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
31.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
25.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
8.7
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.
MZT2B 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
248.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
795.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
574.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
551.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
499.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
492.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
444.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
441.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
420.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
419.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
401.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
368.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
359.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
355.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
353.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
350.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
347.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
346.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
344.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
335.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
324.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
324.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
315.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
308.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
305.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
305.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
293.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
291.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
275.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
270.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
270.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
267.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
264.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
259.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
258.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
256.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
254.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
254.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
246.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
245.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
240.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
238.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
237.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
233.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
233.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
230.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
230.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
229.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
229.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
227.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
227.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
226.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
224.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
222.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
221.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
221.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
220.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
220.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
216.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
215.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
211.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
211.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
207.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
207.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
207.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
205.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
205.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
202.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
201.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
198.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
195.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
194.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
190.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
184.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
181.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
179.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
175.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
173.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
173.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
170.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
170.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
169.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
168.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
165.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
163.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
161.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
160.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
158.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
156.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
154.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
151.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
147.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
140.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
127.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
123.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
91.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
86.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
63.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
45.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
32.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
MZT2B 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
183.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
726.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
612.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
564.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
554.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
543.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
496.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
487.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
458.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
440.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
438.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
433.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
421.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
409.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
391.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
388.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
385.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
383.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
382.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
363.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
354.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
344.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
343.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
342.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
336.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
332.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
325.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
325.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
316.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
315.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
313.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
311.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
303.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
302.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
302.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
300.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
298.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
286.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
285.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
284.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
280.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
279.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
277.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
274.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
274.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
269.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
267.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
266.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
265.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
265.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
265.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
265.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
260.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
258.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
256.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
256.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
254.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
252.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
252.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
251.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
246.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
246.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
241.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
240.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
240.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
236.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
236.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
230.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
230.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
225.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
224.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
224.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
223.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
223.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
222.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
221.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
221.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
218.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
217.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
217.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
216.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
215.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
213.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
212.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
212.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
211.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
211.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
210.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
207.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
204.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
204.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
203.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
201.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
201.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
201.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
199.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
198.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
197.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
197.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
196.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
196.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
196.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
195.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
193.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
192.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
192.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
192.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
191.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
190.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
189.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
188.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
188.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
187.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
187.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
187.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
187.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
187.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
186.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
185.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
185.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
183.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
182.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
182.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
182.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
180.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
180.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
179.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
179.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
176.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
176.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
175.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
172.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
172.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
170.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
170.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
169.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
168.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
168.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
168.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
168.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
167.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
166.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
166.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
166.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
164.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
164.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
162.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
161.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
161.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
159.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
159.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
159.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
158.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
158.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
158.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
158.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
156.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
155.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
155.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
154.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
153.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
153.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
153.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
153.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
152.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
151.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
150.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
150.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
150.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
149.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
148.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
148.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
147.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
146.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
145.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
143.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
142.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
139.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
139.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
139.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
138.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
138.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
138.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
136.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
134.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
134.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
132.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
131.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
130.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
129.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
129.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
128.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
127.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
126.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
124.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
123.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
122.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
121.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
118.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
117.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
116.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
116.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
116.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
115.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
115.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
114.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
113.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
113.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
113.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
112.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
112.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
111.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
111.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
108.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
107.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
106.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
106.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
106.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
105.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
104.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
104.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
103.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
100.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
100.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
100.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
99.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
97.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
95.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
95.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
95.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
95.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
93.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
91.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
91.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
90.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
89.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
89.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
88.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
86.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
85.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
81.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
80.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
79.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
78.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
78.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
77.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
75.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
74.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
73.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
71.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
69.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
69.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
69.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
66.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
65.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
65.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
62.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
62.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
59.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
58.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
57.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
56.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
55.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
54.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
54.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
52.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
52.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
51.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
50.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
48.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
46.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
44.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
44.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
42.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
42.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
38.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
35.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
23.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
22.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
20.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023690003
Tumor
1.0
CPT0078510003
Tumor
0.9
CPT0063320003
Tumor
0.7
CPT0088630003
Tumor
0.7
CPT0075720003
Tumor
0.7
CPT0075170001
Normal
0.6
CPT0075130003
Tumor
0.6
CPT0071150004
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0007870001
Normal
0.6
CPT0000640003
Tumor
0.6
CPT0089480003
Normal
0.6
CPT0025880003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0088640003
Normal
0.5
CPT0010160003
Tumor
0.5
CPT0001220008
Tumor
0.4
CPT0087050003
Normal
0.4
CPT0025110003
Tumor
0.4
CPT0001350001
Normal
0.4
CPT0007320003
Tumor
0.4
CPT0019130003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0001230001
Normal
0.4
CPT0079480003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0014450004
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0014130001
Normal
0.3
CPT0065870003
Tumor
0.3
CPT0092740003
Normal
0.3
CPT0092290003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0089460004
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0089040001
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0012770003
Normal
0.3
CPT0024680001
Normal
0.3
CPT0065750003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0078830003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0025350003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0089020003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0079410003
Tumor
0.2
CPT0066430001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0001550001
Normal
0.2
CPT0001340003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0076350001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0084590001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0000890001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0007470001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0001180009
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0002350011
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0020020001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0086030003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0019990003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0079180003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0079230003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0078800003
Tumor
-0.3
CPT0077500001
Normal
-0.3
CPT0065820001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0025170003
Tumor
-0.3
CPT0078670001
Normal
-0.4
CPT0012180003
Tumor
-0.4
CPT0010110003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0025610001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0012280003
Tumor
-0.5
CPT0025060001
Normal
-0.5
CPT0078930003
Tumor
-0.5
CPT0012080003
Tumor
-0.6
CPT0012640003
Normal
-0.6
CPT0012090003
Normal
-0.6
CPT0017850003
Tumor
-0.7
CPT0069190001
Normal
-0.7
CPT0018250001
Normal
-0.7
CPT0012670003
Tumor
-0.8
CPT0078660003
Tumor
-0.8
CPT0069000003
Tumor
-0.8
CPT0069010001
Normal
-1.0
CPT0078530001
Normal
-1.0
CPT0081990003
Tumor
-1.1
CPT0082010001
Normal
-1.1
CPT0011410003
Tumor
-1.1
CPT0012920003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0009080003
Normal
N/A
CPT0009060003
Tumor
N/A
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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
