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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.
MASP1 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
4.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
42.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
35.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
24.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
19.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
17.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
10.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
7.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
3.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
1.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
1.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
0.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MASP1 is validated prognostic, high expression is favorable 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
16.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
71.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
70.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
67.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
60.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
59.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
58.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
57.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
57.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
56.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
54.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
53.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
53.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
52.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
52.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
52.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
51.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
50.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
49.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
49.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
49.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
48.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
48.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
48.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
47.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
47.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
46.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
45.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
45.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
45.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
44.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
43.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
43.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
43.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
43.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
42.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
42.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
42.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
41.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
41.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
41.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
41.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
40.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
40.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
39.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
39.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
37.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
37.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
37.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
36.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
36.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
36.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
36.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
35.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
35.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
34.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
34.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
34.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
34.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
33.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
33.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
33.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
33.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
32.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
31.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
31.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
31.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
31.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
31.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
31.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
31.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
30.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
30.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
30.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
30.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
29.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
29.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
29.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
29.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
29.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
29.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
29.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
28.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
28.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
28.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
28.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
28.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
27.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
27.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
27.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
27.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
27.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
26.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
26.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
26.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
26.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
26.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
26.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
26.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
25.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
25.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
24.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
24.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
24.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
24.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
23.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
23.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
23.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
23.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
23.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
22.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
22.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
22.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
22.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
22.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
21.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
21.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
21.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
21.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
21.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
20.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
20.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
20.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
20.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
20.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
19.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
19.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
19.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
19.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
18.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
18.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
18.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
17.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
17.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
17.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
17.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
17.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
16.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
16.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
16.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
16.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
15.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
15.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
15.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
15.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
13.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
13.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
13.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
12.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
11.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
10.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
10.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
10.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
10.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
10.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
10.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
10.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
9.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
9.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
9.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
9.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
8.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
8.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
8.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
8.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
8.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
8.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
7.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
7.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
7.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
7.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
7.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
7.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
7.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
7.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
6.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
6.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
6.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
5.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
5.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
5.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
5.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
5.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
5.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
5.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
5.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
5.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
5.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
5.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
5.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
5.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
5.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
5.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
4.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
4.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
4.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
4.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
4.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
4.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
4.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
4.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
4.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
4.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
3.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
3.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
3.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
3.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
3.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
3.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
3.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
3.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
3.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
3.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
2.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
2.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
2.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
2.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
2.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
1.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
1.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
1.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
1.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
1.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
0.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
0.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
0.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
0.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
0.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
0.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
0.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
0.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
0.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
0.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
0.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
0.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
0.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
0.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
0.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
0.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
0.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
0.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
0.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
0.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
0.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
0.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
0.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
0.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
0.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 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.
MASP1 is validated prognostic, high expression is favorable 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
20.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
117.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
113.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
92.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
75.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
59.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
56.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
46.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
46.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
43.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
42.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
40.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
40.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
39.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
37.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
35.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
35.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
33.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
30.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
29.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
28.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
26.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
26.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
25.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
24.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
20.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
20.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
19.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
18.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
16.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
14.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
12.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
11.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
11.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
9.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
9.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
9.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
6.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
5.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
4.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
3.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
2.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
2.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
1.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
0.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
0.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
0.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
0.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
0.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
0.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
0.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
MASP1 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
18.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
90.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
78.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
76.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
75.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
71.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
63.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
62.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
58.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
57.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
57.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
55.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
55.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
54.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
53.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
53.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
52.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
49.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
48.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
45.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
44.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
44.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
43.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
42.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
41.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
40.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
40.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
36.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
36.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
36.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
35.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
34.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
34.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
34.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
32.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
32.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
32.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
32.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
32.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
32.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
31.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
31.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
31.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
29.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
29.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
28.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
28.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
28.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
28.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
28.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
27.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
27.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
27.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
27.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
26.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
26.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
26.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
26.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
26.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
24.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
24.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
24.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
23.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
23.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
22.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
22.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
22.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
22.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
21.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
21.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
19.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
19.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
19.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
18.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
18.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
18.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
18.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
18.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
17.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
17.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
17.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
17.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
16.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
16.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
16.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
16.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
15.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
15.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
15.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
15.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
15.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
14.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
14.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
14.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
13.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
13.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
12.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
12.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
11.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
11.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
10.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
9.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
9.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
9.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
6.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
6.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
6.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
5.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
5.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
4.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
4.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
3.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
3.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
2.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
2.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
1.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
0.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
0.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
0.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
0.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0015910003
Tumor
1.8
CPT0063630003
Tumor
1.8
CPT0076330003
Tumor
1.7
CPT0063320003
Tumor
1.4
CPT0000640003
Tumor
1.3
CPT0019990003
Tumor
1.3
CPT0066480003
Tumor
1.1
CPT0081990003
Tumor
1.0
CPT0087040003
Tumor
1.0
CPT0012550003
Tumor
1.0
CPT0064370003
Tumor
0.9
CPT0076350001
Normal
0.8
CPT0011240003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0088690003
Tumor
0.7
CPT0001220008
Tumor
0.7
CPT0079230003
Tumor
0.7
CPT0011410003
Tumor
0.6
CPT0079510001
Normal
0.6
CPT0079300001
Normal
0.6
CPT0065870003
Tumor
0.6
CPT0001550001
Normal
0.6
CPT0020020001
Normal
0.6
CPT0075720003
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0010120001
Normal
0.5
CPT0089020003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0012640003
Normal
0.4
CPT0088760003
Tumor
0.4
CPT0087050003
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0066520001
Normal
0.4
CPT0025110003
Tumor
0.4
CPT0017410003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0075560003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0025230003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0081880003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0023350003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0009000003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0089480003
Normal
0.1
CPT0088640003
Normal
0.1
CPT0088900003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0012290003
Normal
0.1
CPT0088780001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0007870001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0012080003
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0081600003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0084560003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0014350001
Normal
-0.2
CPT0010110003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0078990003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0086830003
Normal
-0.2
CPT0086360003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0088500001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0086890003
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0065430003
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0092160003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0020130001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0077140001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0089460004
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0000890001
Normal
-0.3
CPT0014130001
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0086950003
Tumor
-0.4
CPT0088710001
Normal
-0.4
CPT0075570001
Normal
-0.4
CPT0063640001
Normal
-0.4
CPT0079180003
Tumor
-0.4
CPT0092310003
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0023690003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0007320003
Tumor
-0.5
CPT0079270003
Tumor
-0.5
CPT0092800003
Normal
-0.5
CPT0025290003
Tumor
-0.6
CPT0088570001
Normal
-0.6
CPT0079430001
Normal
-0.6
CPT0015730003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0023360001
Normal
-0.6
CPT0065810003
Tumor
-0.6
CPT0025610001
Normal
-0.6
CPT0014450004
Tumor
-0.7
CPT0086870003
Tumor
-0.7
CPT0000660001
Normal
-0.7
CPT0088550004
Tumor
-0.8
CPT0078800003
Tumor
-1.0
CPT0092740003
Normal
-1.1
CPT0012180003
Tumor
-1.7
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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
