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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.
CAMK2N1 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
140.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
343.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
310.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
308.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
281.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
271.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
263.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
261.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
247.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
237.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
231.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
214.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
212.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
197.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
197.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
191.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
189.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
183.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
183.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
171.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
163.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
157.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
146.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
143.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
142.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
136.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
136.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
133.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
129.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
128.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
126.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
126.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
125.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
124.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
116.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
114.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
112.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
111.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
109.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
107.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
105.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
104.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
103.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
103.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
103.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
102.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
100.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
96.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
93.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
86.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
79.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
78.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
76.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
75.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
75.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
68.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
67.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
62.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
58.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
57.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
56.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
48.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
44.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 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.
CAMK2N1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
59.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
212.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
181.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
173.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
163.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
157.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
151.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
150.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
150.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
147.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
142.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
141.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
137.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
135.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
135.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
134.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
133.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
130.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
129.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
129.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
124.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
122.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
121.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
120.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
119.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
118.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
117.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
117.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
114.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
113.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
113.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
112.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
112.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
110.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
110.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
107.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
107.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
106.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
106.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
106.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
105.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
103.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
102.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
102.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
101.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
101.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
101.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
99.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
99.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
98.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
98.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
98.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
98.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
97.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
97.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
97.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
96.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
96.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
96.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
96.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
96.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
96.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
96.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
95.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
95.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
95.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
94.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
94.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
94.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
92.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
91.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
91.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
91.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
90.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
90.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
90.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
90.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
89.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
89.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
89.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
89.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
88.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
88.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
88.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
88.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
88.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
88.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
87.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
87.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
87.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
86.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
86.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
86.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
86.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
85.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
84.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
84.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
84.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
84.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
84.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
83.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
82.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
82.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
82.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
82.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
82.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
81.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
81.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
81.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
81.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
81.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
80.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
80.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
79.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
79.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
79.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
78.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
78.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
78.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
78.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
77.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
77.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
77.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
77.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
76.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
76.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
76.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
76.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
75.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
75.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
75.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
75.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
74.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
74.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
74.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
74.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
74.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
74.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
74.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
74.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
74.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
74.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
74.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
74.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
73.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
73.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
73.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
72.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
72.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
72.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
72.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
72.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
72.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
71.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
71.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
71.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
71.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
71.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
71.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
70.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
70.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
70.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
70.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
70.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
69.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
69.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
69.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
69.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
69.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
68.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
68.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
68.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
68.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
68.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
68.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
68.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
68.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
68.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
68.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
68.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
67.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
67.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
67.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
67.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
67.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
67.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
67.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
67.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
67.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
66.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
66.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
66.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
66.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
66.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
66.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
65.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
65.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
65.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
65.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
64.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
64.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
64.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
64.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
64.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
64.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
64.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
63.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
63.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
63.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
63.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
63.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
63.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
63.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
62.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
62.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
62.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
62.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
62.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
62.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
62.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
62.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
62.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
61.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
61.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
61.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
61.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
61.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
61.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
61.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
60.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
60.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
60.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
60.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
60.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
60.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
59.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
59.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
59.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
59.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
59.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
58.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
58.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
58.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
58.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
58.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
58.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
57.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
57.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
57.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
57.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
57.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
56.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
56.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
56.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
56.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
56.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
56.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
56.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
56.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
56.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
56.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
55.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
55.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
55.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
55.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
55.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
55.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
55.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
55.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
54.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
54.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
54.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
54.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
54.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
54.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
53.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
53.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
53.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
53.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
53.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
53.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
53.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
52.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
52.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
52.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
52.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
52.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
51.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
51.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
51.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
51.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
51.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
51.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
50.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
50.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
50.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
50.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
50.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
50.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
50.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
50.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
50.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
50.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
49.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
49.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
48.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
48.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
48.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
48.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
48.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
47.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
47.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
47.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
47.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
47.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
47.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
47.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
47.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
47.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
47.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
47.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
47.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
46.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
46.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
46.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
46.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
46.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
45.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
45.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
45.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
45.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
45.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
45.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
44.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
44.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
44.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
44.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
44.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
44.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
44.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
43.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
43.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
43.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
43.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
42.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
42.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
42.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
42.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
42.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
42.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
42.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
42.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
42.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
41.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
41.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
41.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
41.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
41.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
41.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
41.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
41.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
41.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
40.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
40.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
40.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
40.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
39.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
39.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
39.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
39.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
38.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
38.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
38.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
38.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
38.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
38.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
38.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
37.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
37.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
37.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
37.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
37.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
37.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
36.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
36.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
36.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
36.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
36.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
35.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
35.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
35.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
35.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
35.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
35.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
35.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
35.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
35.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
34.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
34.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
34.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
34.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
34.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
34.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
33.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
33.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
33.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
32.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
32.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
32.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
32.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
32.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
32.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
32.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
31.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
31.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
31.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
30.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
30.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
30.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
30.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
30.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
30.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
29.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
29.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
29.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
29.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
28.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
28.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
28.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
28.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
27.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
27.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
27.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
27.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
26.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
26.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
26.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
25.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
24.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
24.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
24.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
24.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
24.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
23.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
23.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
23.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
21.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
21.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
21.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
18.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
18.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
17.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
15.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
15.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
12.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
10.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 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.
CAMK2N1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
66.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
263.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
148.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
131.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
129.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
114.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
114.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
110.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
108.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
106.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
105.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
105.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
104.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
104.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
99.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
97.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
97.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
94.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
94.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
92.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
90.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
89.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
87.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
87.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
87.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
86.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
85.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
85.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
84.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
82.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
81.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
80.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
79.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
79.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
77.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
75.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
75.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
74.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
72.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
72.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
70.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
69.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
69.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
69.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
68.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
68.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
67.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
67.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
64.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
64.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
64.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
63.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
62.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
60.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
59.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
59.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
58.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
58.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
57.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
57.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
57.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
54.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
53.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
52.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
51.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
51.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
49.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
48.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
47.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
45.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
45.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
45.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
45.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
44.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
43.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
43.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
40.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
38.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
35.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
35.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
34.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
30.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
27.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
27.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
26.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
21.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
20.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
16.0
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.
CAMK2N1 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
45.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
372.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
229.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
223.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
220.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
185.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
166.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
158.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
153.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
152.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
149.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
146.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
142.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
141.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
139.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
138.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
135.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
132.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
124.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
123.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
121.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
120.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
120.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
114.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
114.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
111.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
99.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
92.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
91.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
90.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
88.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
87.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
86.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
85.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
85.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
84.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
83.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
82.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
81.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
78.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
75.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
75.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
74.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
73.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
73.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
73.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
70.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
69.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
69.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
68.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
67.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
66.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
65.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
65.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
62.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
61.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
61.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
60.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
60.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
60.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
59.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
58.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
58.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
57.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
56.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
56.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
54.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
54.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
54.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
54.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
54.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
53.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
53.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
52.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
52.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
51.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
50.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
50.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
49.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
49.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
49.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
48.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
48.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
47.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
47.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
47.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
47.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
46.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
46.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
46.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
45.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
45.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
44.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
44.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
44.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
43.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
42.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
42.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
42.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
41.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
41.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
41.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
41.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
41.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
40.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
40.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
40.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
40.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
39.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
39.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
38.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
38.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
38.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
37.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
37.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
36.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
36.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
36.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
35.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
35.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
35.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
34.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
34.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
34.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
33.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
33.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
33.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
33.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
33.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
33.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
33.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
32.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
32.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
32.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
32.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
31.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
31.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
31.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
31.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
31.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
31.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
30.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
30.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
30.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
30.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
30.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
29.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
29.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
29.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
29.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
28.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
28.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
28.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
28.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
27.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
27.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
27.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
27.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
26.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
26.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
26.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
26.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
26.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
25.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
25.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
25.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
25.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
25.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
24.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
24.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
24.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
24.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
23.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
23.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
23.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
22.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
22.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
22.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
22.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
21.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
21.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
21.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
21.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
21.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
21.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
21.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
20.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
20.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
19.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
19.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
19.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
18.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
18.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
18.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
18.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
18.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
17.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
17.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
17.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
17.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
17.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
16.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
16.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
16.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
16.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
16.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
14.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
11.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
8.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
6.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
5.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
5.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
3.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
3.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
2.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0007860003
Tumor
1.6
CPT0086030003
Tumor
1.2
CPT0066470004
Tumor
1.0
CPT0086950003
Tumor
1.0
CPT0011240003
Tumor
0.9
CPT0000780007
Tumor
0.9
CPT0065750003
Tumor
0.9
CPT0009000003
Tumor
0.9
CPT0076330003
Tumor
0.8
CPT0024670003
Tumor
0.8
CPT0006630003
Tumor
0.8
CPT0079180003
Tumor
0.8
CPT0006440003
Tumor
0.8
CPT0019990003
Tumor
0.7
CPT0010160003
Tumor
0.7
CPT0071150004
Tumor
0.7
CPT0088690003
Tumor
0.7
CPT0012370003
Tumor
0.7
CPT0012770003
Normal
0.6
CPT0092290003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0006730001
Normal
0.4
CPT0011410003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0065450001
Normal
0.4
CPT0009020003
Normal
0.4
CPT0079380003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0012570003
Normal
0.3
CPT0009080003
Normal
0.3
CPT0025170003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0012920003
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0088780001
Normal
0.2
CPT0001540009
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0020020001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0066520001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0085670003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0025230003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0009060003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0026420001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0014160003
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0024680001
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0002350011
Tumor
-0.4
CPT0081880003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0092160003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0076350001
Normal
-0.6
CPT0088970003
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0007870001
Normal
-0.6
CPT0077140001
Normal
-0.9
CPT0001260009
Tumor
-1.0
CPT0078800003
Tumor
-1.4
CPT0001270001
Normal
-1.4
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0087040003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0082010001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0012090003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0012180003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0018250001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0079510001
Normal
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0079300001
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0023690003
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.