We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
CD46 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
118.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
535.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
299.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
210.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
208.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
200.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
200.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
199.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
194.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
174.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
169.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
167.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
155.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
154.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
149.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
147.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
142.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
142.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
141.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
141.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
140.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
136.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
134.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
131.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
131.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
127.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
122.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
116.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
116.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
113.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
108.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
106.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
106.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
103.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
103.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
99.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
95.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
94.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
92.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
92.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
92.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
91.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
87.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
82.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
81.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
80.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
79.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
73.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
72.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
63.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
63.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
61.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
58.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
58.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
58.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
55.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
55.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
55.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
55.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
52.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
47.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
44.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
42.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
25.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
CD46 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
97.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
340.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
327.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
314.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
277.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
249.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
233.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
230.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
228.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
225.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
221.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
219.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
213.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
206.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
206.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
204.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
203.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
199.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
191.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
190.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
184.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
179.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
178.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
178.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
177.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
177.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
175.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
174.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
169.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
168.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
166.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
166.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
166.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
165.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
163.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
162.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
162.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
162.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
161.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
161.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
160.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
159.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
158.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
158.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
157.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
156.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
156.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
155.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
154.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
154.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
154.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
152.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
152.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
152.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
152.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
151.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
150.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
150.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
149.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
149.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
149.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
149.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
148.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
148.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
148.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
148.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
147.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
147.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
147.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
146.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
146.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
145.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
144.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
143.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
141.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
141.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
140.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
140.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
139.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
139.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
137.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
136.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
136.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
135.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
135.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
135.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
134.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
134.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
134.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
133.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
133.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
133.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
133.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
132.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
132.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
132.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
131.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
131.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
131.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
130.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
130.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
130.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
130.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
130.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
130.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
130.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
129.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
129.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
129.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
129.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
128.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
128.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
128.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
128.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
127.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
127.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
127.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
127.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
126.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
126.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
126.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
125.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
125.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
124.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
124.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
124.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
124.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
124.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
123.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
122.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
122.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
122.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
122.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
121.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
120.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
120.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
120.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
120.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
120.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
119.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
119.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
119.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
119.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
118.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
118.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
118.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
118.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
117.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
117.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
117.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
117.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
116.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
116.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
116.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
115.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
115.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
115.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
115.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
115.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
114.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
114.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
114.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
114.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
114.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
113.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
113.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
113.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
112.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
112.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
112.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
112.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
111.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
111.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
111.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
111.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
111.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
111.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
111.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
111.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
110.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
110.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
110.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
110.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
109.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
109.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
109.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
109.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
109.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
108.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
108.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
108.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
108.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
108.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
108.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
108.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
108.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
107.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
107.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
107.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
107.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
106.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
106.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
106.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
105.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
105.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
105.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
105.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
105.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
104.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
104.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
104.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
104.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
104.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
104.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
104.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
103.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
103.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
103.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
102.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
102.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
101.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
101.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
101.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
101.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
101.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
101.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
101.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
100.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
100.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
100.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
99.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
99.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
98.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
98.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
98.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
98.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
97.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
97.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
97.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
97.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
97.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
97.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
96.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
96.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
96.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
96.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
96.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
96.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
96.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
96.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
95.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
95.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
95.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
95.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
95.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
94.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
94.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
94.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
93.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
93.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
93.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
93.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
92.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
92.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
92.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
92.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
92.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
92.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
92.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
92.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
91.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
91.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
91.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
90.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
90.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
90.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
90.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
90.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
90.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
90.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
89.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
89.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
89.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
89.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
89.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
89.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
89.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
89.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
89.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
88.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
88.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
88.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
87.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
87.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
87.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
87.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
87.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
87.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
87.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
87.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
86.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
86.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
86.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
86.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
86.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
86.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
85.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
85.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
85.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
85.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
84.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
84.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
83.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
83.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
83.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
82.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
82.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
82.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
81.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
81.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
81.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
81.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
81.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
81.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
80.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
80.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
80.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
80.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
80.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
79.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
79.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
79.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
79.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
79.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
78.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
78.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
78.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
78.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
78.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
77.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
77.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
77.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
77.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
77.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
76.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
76.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
76.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
75.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
75.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
75.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
74.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
74.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
74.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
73.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
73.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
73.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
73.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
72.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
72.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
72.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
72.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
72.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
72.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
72.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
71.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
71.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
71.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
71.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
70.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
70.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
70.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
70.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
70.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
70.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
69.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
69.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
69.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
69.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
69.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
68.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
68.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
68.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
68.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
68.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
67.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
67.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
67.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
67.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
66.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
66.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
66.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
66.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
65.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
65.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
65.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
65.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
64.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
64.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
64.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
64.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
63.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
63.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
63.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
63.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
63.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
63.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
62.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
61.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
61.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
61.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
60.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
60.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
60.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
60.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
60.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
60.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
60.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
60.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
60.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
59.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
59.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
59.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
57.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
57.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
57.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
56.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
56.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
56.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
56.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
56.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
56.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
55.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
55.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
55.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
55.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
55.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
54.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
54.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
54.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
54.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
52.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
52.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
52.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
52.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
52.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
51.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
51.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
51.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
51.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
51.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
50.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
50.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
50.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
50.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
49.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
49.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
47.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
46.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
45.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
45.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
45.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
45.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
44.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
44.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
43.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
43.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
43.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
43.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
43.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
43.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
42.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
42.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
42.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
42.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
41.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
40.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
39.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
39.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
39.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
39.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
37.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
37.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
37.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
36.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
36.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
35.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
35.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
34.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
34.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
33.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
33.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
33.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
32.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
32.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
32.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
32.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
31.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
29.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
29.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
28.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
27.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
26.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
26.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
25.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
24.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
21.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
21.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
20.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
15.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
CD46 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
146.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
287.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
253.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
243.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
233.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
230.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
227.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
225.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
225.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
224.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
219.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
215.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
215.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
209.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
208.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
206.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
201.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
201.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
200.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
194.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
194.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
188.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
188.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
186.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
178.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
177.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
175.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
175.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
174.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
169.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
164.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
163.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
162.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
161.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
160.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
159.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
158.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
156.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
155.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
151.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
148.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
148.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
147.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
146.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
143.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
142.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
140.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
139.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
137.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
137.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
137.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
137.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
132.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
132.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
132.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
130.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
130.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
130.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
130.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
128.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
128.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
127.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
126.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
126.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
126.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
125.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
123.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
122.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
121.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
121.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
120.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
120.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
118.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
117.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
117.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
116.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
115.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
115.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
114.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
112.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
109.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
109.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
106.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
106.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
102.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
101.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
97.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
96.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
94.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
92.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
90.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
89.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
86.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
84.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
77.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
69.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
68.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
65.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
57.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
52.3
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.
CD46 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
82.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
557.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
283.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
256.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
248.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
237.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
236.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
227.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
210.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
203.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
196.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
194.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
182.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
181.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
181.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
177.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
176.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
174.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
159.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
159.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
159.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
157.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
150.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
147.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
145.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
145.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
143.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
141.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
140.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
139.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
138.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
137.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
137.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
136.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
134.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
133.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
133.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
132.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
131.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
130.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
128.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
124.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
123.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
123.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
122.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
121.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
121.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
119.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
119.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
118.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
117.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
117.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
116.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
115.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
111.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
111.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
111.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
110.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
109.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
107.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
107.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
106.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
106.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
104.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
103.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
103.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
101.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
101.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
100.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
100.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
100.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
99.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
98.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
98.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
97.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
96.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
96.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
96.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
95.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
94.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
94.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
94.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
93.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
92.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
91.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
91.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
90.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
90.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
90.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
90.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
89.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
89.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
89.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
89.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
89.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
88.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
88.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
87.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
87.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
86.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
86.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
85.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
84.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
84.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
83.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
83.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
83.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
82.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
82.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
82.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
82.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
82.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
82.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
81.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
81.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
81.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
81.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
81.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
80.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
80.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
80.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
79.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
79.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
79.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
79.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
79.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
79.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
78.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
78.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
78.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
78.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
77.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
76.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
75.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
75.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
74.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
74.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
74.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
74.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
73.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
73.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
73.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
72.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
72.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
72.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
71.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
71.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
71.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
70.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
70.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
70.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
69.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
69.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
69.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
68.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
68.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
68.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
68.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
67.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
67.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
67.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
66.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
66.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
66.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
66.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
66.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
65.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
65.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
64.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
64.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
64.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
64.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
63.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
63.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
63.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
62.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
61.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
61.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
61.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
61.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
61.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
60.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
60.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
59.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
59.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
58.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
57.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
57.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
56.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
56.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
55.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
55.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
55.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
54.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
53.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
53.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
52.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
52.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
52.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
51.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
51.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
50.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
50.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
50.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
50.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
49.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
49.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
49.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
49.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
48.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
48.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
48.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
47.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
47.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
47.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
46.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
46.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
45.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
45.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
44.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
44.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
44.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
42.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
42.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
42.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
42.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
41.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
41.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
41.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
40.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
40.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
40.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
40.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
39.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
39.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
39.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
38.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
38.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
38.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
37.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
37.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
36.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
35.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
34.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
32.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
32.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
32.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
32.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
32.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
31.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
31.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
30.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
29.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
29.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
28.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
28.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
28.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
27.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
27.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
26.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
25.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
25.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
25.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
23.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
22.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
22.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
22.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
21.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
19.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
17.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
15.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
14.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
14.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.2
CPT0092310003
Normal
0.9
CPT0065450001
Normal
0.9
CPT0077140001
Normal
0.9
CPT0092740003
Normal
0.8
CPT0088710001
Normal
0.8
CPT0025920001
Normal
0.8
CPT0089480003
Normal
0.7
CPT0092800003
Normal
0.7
CPT0006730001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0026420001
Normal
0.7
CPT0088640003
Normal
0.7
CPT0006950001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0087050003
Normal
0.6
CPT0020130001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0001510001
Normal
0.6
CPT0078840001
Normal
0.6
CPT0088500001
Normal
0.6
CPT0088920001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0066430001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0079430001
Normal
0.6
CPT0001230001
Normal
0.5
CPT0023710001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0012290003
Normal
0.5
CPT0025060001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0007470001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0012770003
Normal
0.5
CPT0020020001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0069010001
Normal
0.5
CPT0078800003
Tumor
0.4
CPT0010170001
Normal
0.4
CPT0000640003
Tumor
0.4
CPT0001190001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0063330001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0089040001
Normal
0.4
CPT0019160001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0079300001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0075570001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0086370003
Normal
0.3
CPT0007870001
Normal
0.3
CPT0066520001
Normal
0.3
CPT0078940001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0078670001
Normal
0.3
CPT0082010001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0017450001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0009080003
Normal
0.2
CPT0009020003
Normal
0.2
CPT0069190001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0079510001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0012920003
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0086950003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0006440003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0088630003
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0089020003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0075720003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0078990003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0088550004
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0075130003
Tumor
-0.3
CPT0088480003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0076330003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0079410003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0012280003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0079270003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0012080003
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0071150004
Tumor
-0.5
CPT0001500009
Tumor
-0.5
CPT0023350003
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0081600003
Tumor
-0.5
CPT0015810003
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0089460004
Tumor
-0.5
CPT0066480003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0002270011
Tumor
-0.5
CPT0001540009
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0024670003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0078930003
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0012670003
Tumor
-0.7
CPT0079380003
Tumor
-0.7
CPT0025110003
Tumor
-0.7
CPT0081990003
Tumor
-0.7
CPT0086360003
Tumor
-0.7
CPT0019990003
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0066470004
Tumor
-0.8
CPT0017850003
Tumor
-0.8
CPT0001340003
Tumor
-0.8
CPT0025230003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0006900003
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0092790003
Tumor
-0.8
CPT0092290003
Tumor
-0.8
CPT0012550003
Tumor
-0.9
CPT0007860003
Tumor
-0.9
CPT0023690003
Tumor
-0.9
CPT0014160003
Tumor
-0.9
CPT0011240003
Tumor
-0.9
CPT0011410003
Tumor
-0.9
CPT0012900004
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0025170003
Tumor
-1.0
CPT0081880003
Tumor
-1.0
CPT0064370003
Tumor
-1.0
CPT0075560003
Tumor
-1.1
CPT0020120003
Tumor
-1.1
CPT0017410003
Tumor
-1.1
CPT0065750003
Tumor
-1.1
CPT0006630003
Tumor
-1.1
CPT0086030003
Tumor
-1.2
CPT0065690003
Tumor
-1.4
CPT0069160003
Tumor
-1.4
CPT0065930003
Tumor
-1.5
CPT0015730003
Tumor
-1.5
CPT0025290003
Tumor
-1.6
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
