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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.
KIF21A 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
82.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
276.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
230.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
189.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
182.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
178.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
171.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
166.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
148.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
133.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
131.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
126.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
124.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
113.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
111.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
110.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
109.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
109.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
108.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
107.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
106.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
106.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
104.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
99.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
95.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
94.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
92.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
90.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
81.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
80.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
76.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
75.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
75.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
74.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
74.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
72.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
66.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
65.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
60.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
58.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
57.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
56.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
56.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
52.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
51.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
42.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
42.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
41.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
41.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
39.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
38.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
37.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
37.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
36.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
36.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
36.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
25.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
23.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
19.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
KIF21A is potential 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
14.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
124.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
122.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
120.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
104.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
94.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
81.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
80.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
67.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
65.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
62.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
61.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
48.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
43.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
42.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
39.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
38.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
38.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
37.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
37.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
36.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
36.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
35.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
33.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
33.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
32.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
32.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
31.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
31.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
30.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
30.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
30.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
30.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
29.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
28.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
28.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
27.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
27.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
27.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
26.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
26.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
26.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
25.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
25.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
25.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
24.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
24.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
23.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
23.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
23.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
23.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
23.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
22.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
22.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
22.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
22.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
21.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
21.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
21.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
21.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
21.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
21.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
19.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
19.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
19.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
19.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
18.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
18.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
18.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
18.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
18.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
18.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
18.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
18.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
18.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
17.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
17.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
17.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
16.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
16.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
16.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
16.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
16.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
16.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
15.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
15.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
15.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
15.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
14.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
14.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
14.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
14.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
13.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
13.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
13.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
13.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
13.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
13.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
13.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
12.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
12.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
12.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
12.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
11.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
11.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
11.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
11.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
11.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
10.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
10.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
10.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
10.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
10.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
10.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
9.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
9.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
9.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
9.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
9.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
9.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
8.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
8.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
8.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
8.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
8.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
8.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
8.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
7.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
7.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
7.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
7.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
7.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
7.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
7.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
7.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
7.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
7.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
7.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
7.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
7.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
6.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
6.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
6.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
6.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
6.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
6.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
6.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
5.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
5.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
5.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
5.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
5.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
5.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
5.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
5.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
5.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
5.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
5.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
5.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
5.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
5.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
5.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
5.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
4.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
4.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
4.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
4.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
4.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
4.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
4.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
4.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
4.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
4.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
4.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
4.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
4.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
3.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
3.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
3.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
3.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
3.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
3.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
3.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
3.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
3.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
2.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
2.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
2.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
2.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
2.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
2.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
2.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
2.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
0.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 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.
KIF21A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
65.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
58.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
55.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
46.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
44.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
40.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
39.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
39.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
36.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
34.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
33.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
32.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
30.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
30.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
29.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
29.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
28.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
28.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
27.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
26.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
26.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
25.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
25.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
24.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
24.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
24.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
24.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
23.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
23.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
23.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
23.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
23.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
20.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
20.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
20.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
20.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
19.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
19.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
19.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
19.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
18.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
18.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
17.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
17.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
14.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
14.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
12.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
12.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
12.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
12.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
12.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
11.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
11.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
11.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
10.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
9.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
8.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 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.
KIF21A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
145.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
90.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
74.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
68.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
59.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
54.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
54.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
51.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
51.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
50.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
49.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
48.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
48.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
46.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
46.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
45.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
45.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
44.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
43.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
42.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
40.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
39.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
39.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
39.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
39.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
39.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
38.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
38.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
38.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
38.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
34.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
34.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
33.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
33.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
33.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
32.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
32.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
32.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
31.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
31.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
31.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
31.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
30.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
30.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
30.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
30.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
30.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
29.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
29.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
29.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
28.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
28.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
27.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
27.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
27.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
27.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
27.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
26.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
26.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
26.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
26.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
26.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
26.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
26.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
25.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
25.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
25.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
25.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
25.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
24.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
24.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
24.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
24.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
24.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
24.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
23.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
22.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
22.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
22.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
22.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
21.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
21.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
21.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
21.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
21.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
21.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
20.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
20.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
20.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
20.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
20.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
19.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
19.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
19.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
19.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
18.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
18.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
18.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
18.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
18.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
17.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
17.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
17.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
16.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
16.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
16.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
16.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
15.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
15.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
15.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
15.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
14.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
14.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
14.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
14.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
12.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
12.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
12.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
12.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
10.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
10.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
9.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
8.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
8.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
8.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
7.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
7.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
7.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
6.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
6.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
5.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
5.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
4.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
4.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
0.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
2.8
CPT0079180003
Tumor
2.6
CPT0012180003
Tumor
1.0
CPT0001180009
Tumor
1.0
CPT0012550003
Tumor
0.9
CPT0088970003
Tumor
0.6
CPT0078800003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0007860003
Tumor
0.4
CPT0078830003
Tumor
0.4
CPT0012670003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0092310003
Normal
0.3
CPT0079410003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0012570003
Normal
0.2
CPT0066430001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0012770003
Normal
0.2
CPT0087050003
Normal
0.2
CPT0001540009
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0089480003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0092800003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0018250001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0086830003
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0078530001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0088500001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0079000001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0026420001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0001550001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0077110003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0006900003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0065870003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0077490003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0081990003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0089460004
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0001260009
Tumor
-0.3
CPT0076330003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0077320001
Normal
-0.4
CPT0066470004
Tumor
-0.4
CPT0066480003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0025050003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0021240003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0092190003
Normal
-0.4
CPT0065690003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0009000003
Tumor
-0.4
CPT0092290003
Tumor
-0.5
CPT0075720003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0088690003
Tumor
-0.5
CPT0011410003
Tumor
-0.6
CPT0011240003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0088630003
Tumor
-0.7
CPT0088550004
Tumor
-0.7
CPT0075570001
Normal
-0.7
CPT0002270011
Tumor
-0.7
CPT0086030003
Tumor
-0.7
CPT0012080003
Tumor
-0.7
CPT0084560003
Tumor
-0.9
CPT0075560003
Tumor
-1.0
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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
