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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCNG1 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
54.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
149.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
139.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
129.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
113.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
94.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
94.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
94.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
90.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
90.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
87.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
82.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
82.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
81.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
80.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
78.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
78.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
77.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
75.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
75.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
75.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
74.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
68.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
66.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
65.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
62.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
58.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
54.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
48.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
48.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
48.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
48.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
46.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
46.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
46.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
43.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
42.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
40.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
40.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
40.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
37.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
35.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
34.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
33.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
33.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
33.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
32.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
32.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
23.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
23.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
23.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
23.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
19.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
17.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
16.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
11.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
CCNG1 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
94.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
402.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
352.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
311.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
293.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
289.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
275.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
272.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
268.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
266.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
260.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
254.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
241.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
240.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
237.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
226.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
225.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
220.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
213.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
211.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
211.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
209.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
207.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
197.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
197.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
196.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
195.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
194.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
193.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
191.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
190.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
190.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
188.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
187.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
185.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
184.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
183.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
183.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
182.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
182.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
180.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
179.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
179.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
178.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
177.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
176.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
175.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
173.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
173.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
173.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
172.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
172.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
165.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
165.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
165.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
165.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
164.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
163.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
163.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
162.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
162.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
161.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
161.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
159.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
159.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
159.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
159.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
158.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
158.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
158.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
157.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
155.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
154.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
154.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
154.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
154.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
153.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
153.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
152.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
151.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
151.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
150.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
149.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
149.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
149.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
147.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
147.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
147.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
146.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
145.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
144.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
143.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
143.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
143.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
143.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
142.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
140.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
140.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
140.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
139.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
139.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
139.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
139.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
138.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
137.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
137.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
137.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
137.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
136.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
136.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
135.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
134.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
134.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
134.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
133.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
133.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
132.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
131.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
131.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
130.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
130.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
130.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
129.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
128.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
127.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
126.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
126.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
125.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
125.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
125.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
125.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
124.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
124.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
124.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
123.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
123.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
123.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
123.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
123.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
122.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
122.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
122.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
122.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
122.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
121.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
121.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
121.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
121.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
120.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
120.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
120.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
120.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
118.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
118.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
118.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
117.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
117.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
117.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
116.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
116.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
116.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
116.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
115.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
115.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
115.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
114.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
114.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
113.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
113.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
113.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
113.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
112.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
112.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
111.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
111.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
111.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
110.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
110.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
110.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
110.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
109.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
109.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
109.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
109.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
108.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
108.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
108.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
107.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
107.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
107.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
107.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
106.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
106.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
106.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
105.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
105.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
105.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
105.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
105.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
105.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
104.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
104.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
104.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
104.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
104.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
103.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
103.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
103.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
103.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
102.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
102.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
100.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
100.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
100.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
100.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
100.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
100.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
99.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
99.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
99.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
99.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
99.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
98.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
98.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
98.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
97.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
97.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
97.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
96.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
96.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
96.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
96.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
95.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
95.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
94.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
94.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
93.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
93.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
92.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
92.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
92.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
92.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
91.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
91.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
90.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
90.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
89.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
89.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
89.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
89.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
88.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
88.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
88.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
88.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
88.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
87.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
87.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
87.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
86.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
86.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
86.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
86.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
86.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
85.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
85.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
85.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
85.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
84.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
84.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
84.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
84.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
84.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
83.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
83.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
83.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
83.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
83.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
83.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
82.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
82.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
81.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
81.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
80.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
80.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
79.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
79.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
79.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
79.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
79.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
78.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
78.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
78.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
78.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
77.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
77.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
77.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
77.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
76.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
76.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
76.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
75.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
75.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
75.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
75.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
75.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
75.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
75.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
75.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
74.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
74.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
73.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
73.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
73.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
72.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
72.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
72.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
72.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
72.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
71.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
71.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
71.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
70.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
70.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
70.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
70.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
70.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
69.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
69.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
69.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
68.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
68.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
68.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
67.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
67.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
67.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
67.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
67.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
66.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
66.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
66.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
65.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
64.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
64.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
64.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
63.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
63.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
63.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
62.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
62.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
61.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
61.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
61.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
60.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
60.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
59.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
59.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
59.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
58.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
58.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
58.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
57.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
57.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
56.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
56.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
55.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
55.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
55.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
55.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
55.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
55.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
55.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
55.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
54.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
53.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
53.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
53.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
51.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
51.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
51.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
50.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
50.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
50.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
50.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
50.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
50.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
50.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
49.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
49.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
49.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
49.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
48.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
47.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
47.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
47.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
45.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
45.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
45.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
45.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
44.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
43.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
43.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
43.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
43.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
43.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
42.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
42.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
42.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
42.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
42.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
42.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
42.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
41.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
41.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
41.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
41.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
41.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
40.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
40.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
40.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
40.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
39.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
39.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
38.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
37.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
36.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
36.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
35.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
35.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
34.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
34.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
34.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
34.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
34.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
33.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
33.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
33.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
33.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
33.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
33.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
33.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
32.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
31.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
31.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
31.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
31.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
31.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
31.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
28.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
28.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
28.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
27.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
26.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
26.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
25.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
25.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
25.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
23.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
23.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
23.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
22.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
21.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
21.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
21.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
20.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
20.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
18.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
17.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
16.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
10.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.8
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.
CCNG1 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
109.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
285.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
241.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
226.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
199.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
199.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
190.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
186.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
185.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
184.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
176.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
173.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
161.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
159.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
156.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
156.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
153.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
153.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
152.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
147.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
147.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
146.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
143.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
143.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
142.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
142.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
141.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
139.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
139.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
138.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
137.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
136.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
130.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
130.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
125.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
120.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
117.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
117.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
117.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
116.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
116.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
114.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
113.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
111.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
111.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
110.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
110.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
109.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
108.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
107.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
105.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
103.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
103.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
103.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
102.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
101.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
101.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
100.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
100.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
98.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
97.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
96.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
95.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
95.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
93.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
92.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
86.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
86.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
85.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
78.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
76.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
76.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
74.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
72.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
71.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
70.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
68.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
68.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
67.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
67.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
66.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
65.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
65.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
63.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
63.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
60.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
60.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
58.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
58.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
57.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
57.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
56.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
50.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
44.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
32.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
31.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
29.2
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.
CCNG1 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
51.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
227.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
223.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
194.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
184.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
165.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
157.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
154.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
146.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
143.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
141.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
138.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
136.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
134.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
129.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
128.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
127.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
124.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
123.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
120.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
119.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
117.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
117.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
116.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
109.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
106.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
106.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
106.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
104.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
103.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
100.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
98.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
98.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
97.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
97.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
96.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
96.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
95.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
95.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
95.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
91.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
89.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
88.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
87.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
87.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
87.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
86.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
84.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
84.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
83.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
82.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
81.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
80.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
80.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
79.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
78.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
78.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
78.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
77.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
77.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
76.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
75.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
74.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
74.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
73.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
72.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
72.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
72.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
72.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
71.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
70.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
70.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
69.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
69.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
68.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
68.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
66.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
66.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
66.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
65.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
65.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
64.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
64.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
64.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
62.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
62.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
61.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
60.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
60.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
59.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
58.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
57.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
57.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
57.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
57.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
56.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
56.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
55.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
55.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
55.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
55.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
55.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
54.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
54.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
54.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
54.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
54.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
54.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
53.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
53.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
52.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
51.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
51.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
51.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
51.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
51.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
50.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
50.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
50.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
50.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
49.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
49.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
49.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
48.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
48.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
48.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
47.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
47.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
47.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
47.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
46.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
46.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
45.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
45.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
44.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
44.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
44.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
43.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
42.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
42.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
42.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
42.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
41.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
41.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
40.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
39.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
39.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
39.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
39.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
38.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
38.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
38.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
38.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
37.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
37.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
36.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
36.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
36.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
35.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
35.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
35.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
35.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
35.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
35.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
35.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
34.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
34.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
34.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
33.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
33.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
32.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
32.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
32.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
32.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
32.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
32.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
31.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
31.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
31.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
30.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
30.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
30.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
30.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
29.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
29.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
29.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
28.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
28.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
26.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
26.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
26.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
26.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
25.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
25.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
25.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
24.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
23.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
23.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
23.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
23.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
22.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
21.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
21.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
21.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
21.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
21.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
21.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
20.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
20.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
19.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
18.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
18.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
16.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
16.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
16.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
16.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
15.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
14.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
13.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
12.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
10.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
10.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
10.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
9.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
9.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
5.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
4.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
