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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.
CSNK1A1 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
47.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
99.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
91.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
87.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
86.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
83.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
78.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
77.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
77.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
74.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
73.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
72.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
69.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
66.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
63.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
60.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
60.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
60.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
57.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
57.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
56.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
56.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
55.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
53.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
49.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
48.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
48.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
47.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
47.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
47.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
47.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
45.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
43.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
43.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
42.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
42.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
42.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
41.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
38.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
38.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
36.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
35.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
35.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
33.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
33.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
33.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
33.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
31.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
29.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
26.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
25.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
23.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
23.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
20.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
16.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CSNK1A1 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
66.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
223.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
189.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
170.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
157.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
135.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
132.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
131.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
129.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
126.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
124.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
122.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
122.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
119.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
118.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
118.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
116.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
115.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
115.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
114.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
114.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
114.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
114.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
113.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
112.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
110.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
109.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
109.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
109.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
107.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
107.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
106.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
106.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
105.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
104.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
104.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
104.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
103.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
103.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
102.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
102.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
102.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
102.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
102.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
101.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
101.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
101.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
101.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
100.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
100.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
99.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
99.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
99.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
99.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
99.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
99.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
99.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
99.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
98.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
98.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
98.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
98.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
98.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
97.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
97.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
97.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
97.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
96.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
96.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
96.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
95.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
95.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
95.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
95.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
94.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
94.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
94.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
94.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
94.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
93.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
93.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
93.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
93.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
93.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
93.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
93.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
92.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
92.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
92.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
91.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
91.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
91.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
91.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
91.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
91.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
90.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
90.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
90.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
90.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
90.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
90.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
90.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
89.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
89.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
89.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
89.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
88.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
88.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
87.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
87.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
87.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
87.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
87.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
87.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
86.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
86.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
86.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
86.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
86.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
86.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
86.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
85.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
85.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
85.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
85.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
84.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
83.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
83.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
83.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
83.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
82.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
82.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
82.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
82.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
82.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
82.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
81.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
81.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
81.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
81.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
81.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
81.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
81.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
81.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
80.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
80.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
80.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
80.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
80.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
79.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
79.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
79.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
79.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
79.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
79.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
79.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
78.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
78.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
78.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
78.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
78.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
78.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
77.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
77.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
77.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
77.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
77.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
77.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
77.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
77.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
76.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
76.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
76.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
76.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
76.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
76.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
76.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
76.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
76.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
76.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
76.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
76.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
75.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
75.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
75.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
75.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
75.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
75.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
75.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
75.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
74.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
74.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
73.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
73.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
73.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
73.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
73.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
73.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
73.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
73.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
73.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
73.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
72.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
72.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
72.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
72.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
72.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
72.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
72.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
72.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
72.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
71.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
71.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
71.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
71.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
71.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
71.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
71.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
71.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
71.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
71.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
71.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
71.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
71.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
71.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
70.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
70.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
70.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
70.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
70.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
70.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
70.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
69.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
69.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
69.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
68.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
68.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
68.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
68.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
68.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
67.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
66.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
66.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
66.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
66.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
66.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
66.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
65.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
65.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
65.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
65.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
65.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
65.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
65.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
65.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
64.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
64.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
64.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
64.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
64.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
64.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
63.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
63.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
63.9
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
63.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
63.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
63.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
62.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
62.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
62.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
62.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
62.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
62.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
61.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
61.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
61.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
61.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
61.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
61.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
61.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
61.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
60.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
60.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
60.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
59.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
59.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
59.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
59.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
59.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
59.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
59.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
59.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
58.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
58.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
58.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
58.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
58.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
58.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
58.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
58.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
58.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
58.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
58.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
58.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
57.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
57.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
57.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
57.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
57.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
57.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
57.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
56.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
56.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
56.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
56.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
56.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
56.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
56.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
56.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
56.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
56.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
56.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
55.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
55.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
55.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
55.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
55.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
54.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
54.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
54.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
54.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
54.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
54.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
54.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
54.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
53.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
53.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
53.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
53.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
53.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
53.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
53.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
53.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
53.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
53.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
52.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
52.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
52.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
52.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
52.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
52.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
51.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
51.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
51.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
51.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
51.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
51.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
50.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
50.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
50.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
50.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
50.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
50.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
50.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
50.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
49.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
49.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
49.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
49.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
49.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
49.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
49.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
49.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
48.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
48.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
48.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
48.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
48.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
48.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
48.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
47.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
47.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
47.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
47.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
47.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
47.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
47.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
47.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
47.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
46.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
46.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
46.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
46.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
46.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
45.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
45.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
45.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
45.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
45.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
45.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
44.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
44.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
44.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
44.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
44.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
44.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
44.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
44.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
44.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
43.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
43.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
43.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
43.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
43.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
43.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
42.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
42.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
41.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
41.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
41.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
41.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
41.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
40.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
40.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
40.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
40.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
39.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
39.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
38.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
38.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
38.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
38.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
38.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
38.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
37.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
37.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
37.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
37.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
37.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
37.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
37.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
37.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
37.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
37.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
37.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
36.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
36.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
36.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
36.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
36.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
36.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
35.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
35.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
35.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
35.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
35.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
35.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
34.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
34.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
34.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
34.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
33.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
33.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
33.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
33.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
33.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
33.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
32.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
32.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
32.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
32.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
32.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
31.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
31.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
31.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
31.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
31.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
31.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
30.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
30.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
30.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
29.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
29.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
29.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
29.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
28.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
27.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
27.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
27.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
26.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
26.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
24.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
21.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
20.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
18.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
17.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
CSNK1A1 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
94.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
215.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
161.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
159.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
152.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
151.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
145.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
144.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
142.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
141.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
135.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
130.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
128.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
126.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
126.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
124.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
124.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
122.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
121.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
119.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
118.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
116.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
115.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
112.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
112.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
112.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
112.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
111.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
110.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
107.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
107.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
105.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
103.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
102.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
102.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
102.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
100.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
100.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
99.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
99.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
97.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
97.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
96.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
95.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
95.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
95.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
95.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
93.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
92.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
92.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
92.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
92.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
91.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
90.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
90.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
89.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
89.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
87.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
87.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
87.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
86.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
85.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
85.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
84.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
83.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
83.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
82.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
80.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
79.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
78.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
76.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
76.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
76.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
75.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
75.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
74.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
74.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
74.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
73.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
73.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
73.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
71.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
67.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
66.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
65.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
64.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
64.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
64.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
63.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
62.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
61.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
58.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
53.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
52.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
45.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
44.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
40.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
37.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
CSNK1A1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
41.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
125.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
105.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
105.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
102.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
95.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
93.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
93.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
91.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
91.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
91.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
91.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
88.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
86.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
86.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
84.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
83.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
82.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
82.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
81.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
81.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
79.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
77.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
76.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
75.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
73.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
72.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
70.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
70.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
70.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
69.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
65.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
65.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
65.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
65.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
65.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
64.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
63.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
63.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
62.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
62.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
62.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
62.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
61.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
61.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
61.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
61.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
60.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
59.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
58.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
58.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
58.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
58.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
58.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
56.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
56.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
56.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
54.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
54.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
54.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
53.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
53.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
52.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
52.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
52.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
52.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
52.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
52.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
51.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
51.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
50.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
49.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
49.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
49.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
49.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
49.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
49.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
48.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
48.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
48.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
48.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
48.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
47.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
47.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
46.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
46.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
46.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
46.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
46.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
45.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
45.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
45.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
45.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
45.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
44.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
44.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
44.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
44.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
43.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
43.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
43.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
43.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
43.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
43.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
43.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
43.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
42.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
42.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
42.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
42.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
42.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
42.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
42.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
41.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
41.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
41.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
41.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
41.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
40.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
40.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
40.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
40.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
39.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
39.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
38.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
38.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
38.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
38.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
38.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
38.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
38.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
38.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
38.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
37.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
37.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
37.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
37.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
37.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
37.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
36.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
36.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
36.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
36.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
35.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
35.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
35.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
35.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
35.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
34.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
34.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
33.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
33.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
33.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
32.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
32.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
32.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
32.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
32.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
32.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
31.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
31.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
31.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
31.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
31.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
31.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
31.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
30.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
30.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
30.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
30.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
29.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
29.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
29.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
29.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
29.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
29.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
29.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
29.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
28.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
28.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
28.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
27.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
27.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
27.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
27.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
26.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
26.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
26.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
26.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
25.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
25.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
25.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
25.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
25.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
24.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
24.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
24.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
23.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
23.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
23.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
23.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
23.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
23.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
22.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
22.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
22.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
22.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
22.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
22.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
22.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
22.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
22.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
21.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
21.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
21.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
21.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
20.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
20.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
19.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
18.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
18.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
17.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
17.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
17.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
17.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
16.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
15.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
15.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
12.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
12.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
11.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.2
CPT0078660003
Tumor
0.6
CPT0001340003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0001180009
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0086030003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0086830003
Normal
0.3
CPT0010170001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0017850003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0010110003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0007860003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0086870003
Tumor
0.2
CPT0086370003
Normal
0.2
CPT0086820003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0086360003
Tumor
0.2
CPT0065820001
Normal
0.2
CPT0001550001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0076350001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0066470004
Tumor
0.2
CPT0012090003
Normal
0.2
CPT0092190003
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0001350001
Normal
0.2
CPT0065810003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0079000001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0077500001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0078840001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0000890001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0018250001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0023710001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0025610001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0014470001
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0065930003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0014370004
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0012550003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0010160003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0079410003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0000640003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0071150004
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0088550004
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0012900004
Tumor
-0.3
CPT0063630003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0086950003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0017410003
Tumor
-0.5
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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
