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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.
KIF1C 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
35.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
119.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
90.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
83.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
81.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
71.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
67.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
60.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
55.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
53.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
52.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
52.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
51.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
48.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
48.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
48.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
48.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
47.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
45.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
44.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
42.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
40.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
36.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
36.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
35.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
34.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
32.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
31.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
30.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
30.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
29.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
29.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
28.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
28.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
27.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
27.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
27.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
26.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
26.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
25.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
24.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
24.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
24.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
23.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
22.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
22.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
22.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
22.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
21.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
21.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
17.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
14.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
12.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
KIF1C 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
23.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
102.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
76.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
70.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
64.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
62.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
58.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
55.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
55.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
54.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
53.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
52.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
52.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
51.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
50.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
50.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
50.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
50.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
49.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
48.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
47.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
46.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
46.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
45.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
44.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
44.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
44.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
43.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
43.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
42.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
42.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
42.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
42.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
42.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
41.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
41.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
41.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
41.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
41.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
41.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
40.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
40.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
40.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
40.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
40.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
40.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
39.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
39.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
39.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
39.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
39.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
39.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
39.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
38.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
38.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
38.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
38.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
37.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
37.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
37.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
37.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
36.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
36.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
36.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
35.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
35.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
35.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
35.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
35.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
35.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
35.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
35.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
35.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
35.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
34.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
34.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
34.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
34.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
34.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
34.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
34.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
33.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
33.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
33.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
33.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
32.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
32.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
32.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
32.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
32.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
32.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
32.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
32.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
32.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
32.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
32.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
32.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
32.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
32.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
32.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
31.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
31.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
31.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
31.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
31.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
30.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
30.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
30.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
30.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
30.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
30.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
30.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
30.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
30.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
30.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
30.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
29.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
29.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
29.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
29.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
29.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
29.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
29.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
28.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
28.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
28.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
28.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
28.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
28.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
28.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
28.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
28.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
28.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
27.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
27.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
27.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
27.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
27.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
27.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
27.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
27.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
26.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
26.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
26.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
26.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
26.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
26.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
26.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
26.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
26.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
26.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
26.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
25.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
25.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
25.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
25.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
25.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
25.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
25.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
25.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
25.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
25.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
25.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
25.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
25.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
25.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
25.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
25.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
25.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
24.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
24.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
24.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
24.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
24.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
24.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
24.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
24.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
24.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
24.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
24.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
24.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
23.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
23.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
23.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
23.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
23.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
23.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
23.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
23.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
23.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
22.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
22.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
22.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
22.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
22.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
22.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
22.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
22.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
22.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
22.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
22.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
22.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
22.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
21.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
21.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
21.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
20.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
20.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
20.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
20.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
19.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
19.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
19.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
19.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
19.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
19.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
19.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
19.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
18.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
18.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
18.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
18.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
18.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
18.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
18.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
18.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
17.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
17.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
17.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
17.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
17.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
17.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
16.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
16.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
16.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
16.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
15.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
15.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
15.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
14.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
14.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
14.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
13.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
12.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
12.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
11.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
11.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
11.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
10.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
10.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
10.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
9.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
7.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
6.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
5.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
KIF1C 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
28.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
54.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
53.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
53.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
51.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
48.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
47.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
45.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
44.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
44.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
44.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
44.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
42.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
41.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
40.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
39.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
39.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
39.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
38.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
38.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
37.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
37.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
36.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
36.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
35.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
35.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
34.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
34.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
34.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
33.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
33.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
32.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
31.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
31.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
30.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
30.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
30.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
30.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
29.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
29.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
29.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
29.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
28.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
28.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
28.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
28.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
28.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
28.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
27.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
27.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
26.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
23.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
23.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
22.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
21.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
20.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
18.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
16.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
16.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
16.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
14.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
13.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.2
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.
KIF1C is potential prognostic, high expression is favorable 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
52.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
218.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
154.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
154.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
136.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
126.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
125.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
123.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
119.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
118.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
115.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
113.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
113.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
111.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
110.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
108.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
107.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
105.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
102.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
95.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
95.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
94.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
91.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
91.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
90.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
90.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
88.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
87.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
87.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
87.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
86.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
85.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
85.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
84.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
84.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
84.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
83.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
83.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
83.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
82.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
80.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
80.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
80.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
79.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
78.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
78.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
75.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
75.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
73.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
73.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
72.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
72.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
71.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
70.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
70.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
70.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
69.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
69.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
69.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
69.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
69.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
68.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
68.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
68.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
68.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
67.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
67.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
66.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
66.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
66.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
65.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
65.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
65.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
65.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
65.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
65.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
65.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
64.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
63.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
63.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
62.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
62.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
62.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
62.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
61.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
61.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
60.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
60.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
60.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
60.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
60.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
59.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
59.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
58.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
58.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
57.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
57.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
57.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
57.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
56.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
56.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
56.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
56.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
55.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
55.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
54.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
54.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
54.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
53.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
53.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
53.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
53.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
53.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
53.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
53.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
53.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
52.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
52.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
52.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
52.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
52.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
51.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
51.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
51.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
51.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
51.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
50.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
50.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
50.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
50.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
50.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
50.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
50.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
49.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
49.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
49.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
49.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
49.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
48.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
48.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
48.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
48.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
47.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
47.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
47.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
47.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
47.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
47.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
47.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
46.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
46.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
46.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
46.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
46.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
44.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
44.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
44.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
44.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
44.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
43.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
43.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
43.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
42.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
42.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
42.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
42.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
42.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
42.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
42.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
42.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
41.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
41.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
40.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
40.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
40.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
40.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
39.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
39.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
39.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
39.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
39.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
39.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
38.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
38.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
38.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
38.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
37.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
37.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
37.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
36.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
36.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
36.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
36.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
36.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
35.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
35.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
35.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
34.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
33.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
33.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
33.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
32.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
32.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
32.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
32.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
32.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
32.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
32.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
31.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
31.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
31.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
31.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
31.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
30.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
30.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
30.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
30.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
29.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
29.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
29.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
29.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
29.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
29.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
29.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
28.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
28.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
28.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
28.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
27.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
27.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
27.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
27.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
27.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
25.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
25.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
25.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
24.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
23.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
23.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
22.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
18.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
16.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
16.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
15.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
15.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
14.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.1
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
0.6
CPT0002270011
Tumor
0.5
CPT0001270001
Normal
0.4
CPT0011410003
Tumor
0.4
CPT0001190001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0012090003
Normal
0.3
CPT0012640003
Normal
0.3
CPT0012550003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0079430001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0078830003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0017450001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0012280003
Tumor
0.3
CPT0025610001
Normal
0.3
CPT0024680001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0012570003
Normal
0.3
CPT0009080003
Normal
0.3
CPT0006530001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0075570001
Normal
0.2
CPT0000890001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0084590001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0087050003
Normal
0.2
CPT0007470001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0078840001
Normal
0.2
CPT0088920001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0014130001
Normal
0.2
CPT0012290003
Normal
0.2
CPT0078530001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0000790001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0086370003
Normal
0.2
CPT0010170001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0014470001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0064400001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0079300001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0082010001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0025110003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0065870003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0002350011
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0088550004
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0065690003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0078510003
Tumor
-0.3
CPT0026410003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0066470004
Tumor
-0.4
CPT0023350003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0081880003
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0085670003
Tumor
-0.5
CPT0012180003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0001340003
Tumor
-0.7
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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
