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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.
NONO 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
65.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
220.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
120.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
116.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
115.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
108.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
105.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
101.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
95.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
92.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
90.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
89.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
87.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
84.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
80.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
76.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
76.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
76.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
76.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
75.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
74.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
73.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
72.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
72.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
71.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
70.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
69.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
68.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
67.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
65.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
64.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
64.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
63.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
63.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
63.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
59.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
58.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
55.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
55.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
53.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
52.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
52.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
51.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
51.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
50.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
50.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
48.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
46.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
46.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
44.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
43.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
43.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
42.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
42.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
41.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
40.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
35.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
35.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
33.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
31.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
25.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
25.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
22.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
NONO is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
129.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
373.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
282.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
280.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
261.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
257.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
235.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
234.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
227.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
221.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
221.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
220.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
218.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
217.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
215.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
214.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
213.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
213.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
212.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
212.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
211.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
211.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
208.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
208.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
207.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
206.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
205.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
204.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
200.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
200.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
200.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
200.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
200.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
199.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
198.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
198.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
198.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
197.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
196.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
195.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
195.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
194.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
194.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
194.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
193.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
193.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
193.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
192.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
192.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
191.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
191.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
191.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
189.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
189.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
189.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
188.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
188.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
187.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
186.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
185.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
185.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
185.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
184.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
184.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
183.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
182.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
182.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
182.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
182.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
182.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
182.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
181.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
181.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
181.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
181.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
181.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
180.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
180.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
179.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
179.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
179.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
178.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
177.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
177.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
177.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
177.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
176.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
176.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
176.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
176.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
176.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
175.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
175.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
175.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
175.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
174.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
174.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
174.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
174.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
173.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
173.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
173.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
173.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
173.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
173.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
173.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
172.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
172.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
172.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
172.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
172.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
171.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
171.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
171.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
170.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
170.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
169.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
168.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
168.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
168.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
168.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
168.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
167.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
167.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
167.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
167.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
167.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
167.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
167.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
166.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
166.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
166.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
166.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
166.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
165.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
165.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
165.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
165.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
165.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
165.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
165.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
164.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
164.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
164.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
164.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
162.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
162.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
162.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
161.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
161.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
160.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
160.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
160.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
160.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
158.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
158.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
158.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
158.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
158.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
158.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
158.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
157.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
157.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
156.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
156.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
156.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
155.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
155.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
155.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
154.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
154.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
154.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
153.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
152.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
152.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
152.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
152.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
152.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
152.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
151.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
151.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
151.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
150.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
150.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
150.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
150.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
150.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
149.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
149.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
149.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
148.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
148.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
147.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
147.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
147.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
147.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
147.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
147.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
147.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
146.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
146.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
145.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
145.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
145.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
145.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
145.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
145.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
145.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
144.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
144.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
144.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
143.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
143.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
143.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
143.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
143.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
143.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
143.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
142.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
142.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
142.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
142.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
141.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
141.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
141.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
141.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
140.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
140.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
140.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
140.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
139.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
139.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
139.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
138.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
138.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
138.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
138.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
138.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
137.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
137.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
136.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
136.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
136.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
136.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
135.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
135.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
135.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
135.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
135.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
134.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
134.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
134.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
133.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
133.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
133.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
133.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
132.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
132.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
131.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
131.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
131.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
131.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
130.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
130.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
129.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
129.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
129.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
128.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
128.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
128.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
128.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
127.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
127.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
127.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
127.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
127.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
127.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
127.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
127.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
127.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
127.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
127.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
127.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
126.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
126.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
126.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
126.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
125.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
125.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
125.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
125.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
125.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
124.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
124.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
124.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
123.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
123.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
122.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
121.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
121.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
120.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
119.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
119.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
118.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
117.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
117.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
117.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
117.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
117.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
117.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
117.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
117.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
117.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
116.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
116.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
116.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
116.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
116.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
115.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
115.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
115.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
115.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
115.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
114.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
113.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
113.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
113.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
113.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
113.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
112.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
110.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
110.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
110.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
110.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
110.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
110.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
110.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
109.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
109.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
109.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
109.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
108.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
108.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
108.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
108.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
107.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
107.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
107.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
107.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
106.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
106.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
106.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
106.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
106.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
106.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
105.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
105.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
105.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
105.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
104.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
104.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
103.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
103.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
102.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
101.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
101.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
101.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
101.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
101.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
101.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
101.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
100.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
100.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
100.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
100.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
100.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
99.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
99.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
99.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
98.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
98.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
98.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
97.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
97.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
97.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
95.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
95.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
95.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
94.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
94.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
94.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
93.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
93.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
93.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
93.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
93.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
93.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
92.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
92.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
92.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
90.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
90.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
90.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
90.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
90.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
90.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
89.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
89.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
89.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
88.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
87.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
86.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
86.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
86.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
86.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
85.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
85.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
85.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
83.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
82.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
82.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
81.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
81.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
80.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
80.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
79.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
79.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
79.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
78.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
77.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
77.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
77.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
77.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
76.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
75.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
74.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
74.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
73.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
73.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
72.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
72.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
72.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
72.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
71.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
71.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
70.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
70.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
69.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
69.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
68.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
68.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
68.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
68.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
68.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
67.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
67.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
67.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
67.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
67.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
65.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
65.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
65.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
64.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
63.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
62.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
62.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
61.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
61.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
60.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
57.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
57.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
57.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
56.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
56.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
56.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
55.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
55.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
55.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
54.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
54.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
54.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
53.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
52.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
52.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
52.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
50.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
49.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
49.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
49.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
48.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
48.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
47.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
47.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
47.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
46.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
45.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
45.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
44.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
43.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
42.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
42.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
42.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
41.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
41.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
41.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
40.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
39.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
38.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
35.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
34.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
33.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
30.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
29.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
29.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
28.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
27.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
24.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
14.7
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.
NONO is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
130.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
253.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
250.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
234.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
193.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
192.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
191.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
191.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
183.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
181.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
176.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
173.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
173.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
170.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
167.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
164.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
162.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
159.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
158.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
157.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
156.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
155.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
155.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
154.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
154.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
152.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
152.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
149.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
149.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
149.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
148.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
147.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
146.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
146.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
144.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
144.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
144.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
142.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
139.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
138.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
138.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
138.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
137.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
136.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
136.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
136.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
135.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
134.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
133.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
131.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
131.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
130.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
129.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
126.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
126.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
124.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
121.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
120.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
120.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
119.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
118.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
118.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
117.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
116.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
115.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
114.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
114.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
113.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
113.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
112.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
112.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
109.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
109.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
107.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
107.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
107.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
106.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
106.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
105.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
104.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
102.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
99.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
98.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
98.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
96.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
95.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
94.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
91.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
88.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
86.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
85.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
76.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
74.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
71.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
71.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
70.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
70.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
70.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.6
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.
NONO 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
103.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
293.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
254.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
253.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
248.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
214.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
213.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
210.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
204.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
204.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
203.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
201.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
201.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
199.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
199.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
192.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
187.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
186.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
185.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
181.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
181.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
179.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
179.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
178.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
178.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
176.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
176.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
175.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
173.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
173.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
172.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
165.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
163.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
163.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
162.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
162.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
161.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
160.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
160.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
159.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
159.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
157.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
155.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
154.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
153.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
153.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
153.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
152.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
151.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
150.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
149.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
149.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
148.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
147.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
147.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
146.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
146.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
145.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
145.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
145.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
144.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
142.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
141.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
140.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
139.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
139.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
138.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
138.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
135.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
135.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
133.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
133.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
132.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
131.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
131.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
129.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
129.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
128.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
127.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
127.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
126.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
126.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
125.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
125.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
124.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
124.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
124.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
122.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
122.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
122.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
121.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
121.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
120.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
120.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
120.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
118.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
118.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
117.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
116.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
116.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
116.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
115.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
115.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
114.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
113.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
113.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
112.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
112.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
112.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
112.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
112.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
112.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
111.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
111.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
111.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
111.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
110.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
110.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
110.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
110.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
108.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
107.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
106.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
105.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
105.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
104.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
104.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
103.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
102.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
102.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
102.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
102.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
101.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
101.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
101.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
101.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
100.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
100.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
99.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
99.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
99.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
99.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
98.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
97.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
97.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
97.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
96.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
96.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
95.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
94.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
93.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
93.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
92.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
91.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
91.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
91.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
91.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
90.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
90.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
90.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
89.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
89.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
88.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
88.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
88.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
88.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
88.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
86.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
85.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
84.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
83.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
83.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
83.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
83.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
83.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
82.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
82.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
82.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
81.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
81.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
80.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
80.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
80.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
79.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
79.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
79.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
79.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
78.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
77.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
77.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
76.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
75.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
75.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
75.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
74.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
74.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
74.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
74.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
73.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
73.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
73.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
72.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
71.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
71.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
71.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
71.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
71.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
71.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
70.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
70.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
70.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
69.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
69.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
68.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
68.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
67.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
67.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
67.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
66.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
66.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
65.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
65.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
65.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
63.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
63.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
62.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
62.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
62.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
62.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
61.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
61.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
60.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
59.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
59.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
59.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
58.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
58.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
57.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
54.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
54.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
54.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
54.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
53.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
53.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
52.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
52.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
50.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
49.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
49.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
47.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
47.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
46.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
46.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
45.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
44.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
44.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
43.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
43.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
42.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
41.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
39.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
39.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
38.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
38.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
36.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
35.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
35.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
35.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
35.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
34.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
33.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
32.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
27.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
21.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
16.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
16.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
3.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0084590001
Normal
0.3
CPT0092190003
Normal
0.3
CPT0012900004
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0069160003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0026410003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0006440003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0014160003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0025350003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0001540009
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0088690003
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0007870001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0006530001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0092160003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0009000003
Tumor
0.0
CPT0063630003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0006950001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0025060001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0084560003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0023350003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0088920001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0001350001
Normal
0.0
CPT0092290003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0021240003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0081880003
Tumor
-0.1
CPT0078800003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0011410003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0076330003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0002270011
Tumor
-0.3
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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
