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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.
BHMT2 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
8.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
64.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
36.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
31.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
25.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
25.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
24.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
23.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
18.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
14.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
10.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
9.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
8.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
8.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
7.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
4.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
3.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
2.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BHMT2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
118.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
607.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
506.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
449.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
383.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
377.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
368.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
366.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
361.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
336.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
322.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
312.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
308.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
307.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
299.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
284.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
269.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
266.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
265.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
263.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
262.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
261.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
260.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
248.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
246.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
242.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
242.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
240.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
239.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
237.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
231.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
231.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
231.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
228.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
224.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
224.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
222.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
222.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
222.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
221.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
219.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
218.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
216.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
216.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
214.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
213.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
212.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
212.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
209.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
209.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
208.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
208.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
207.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
206.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
205.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
204.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
204.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
203.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
203.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
203.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
200.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
199.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
195.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
193.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
193.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
193.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
189.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
187.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
186.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
185.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
185.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
185.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
185.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
184.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
183.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
182.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
182.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
181.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
181.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
180.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
180.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
179.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
178.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
178.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
177.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
177.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
177.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
176.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
176.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
176.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
175.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
175.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
174.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
174.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
174.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
174.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
171.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
170.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
170.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
169.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
168.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
168.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
167.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
167.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
166.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
166.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
166.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
166.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
166.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
165.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
165.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
164.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
164.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
164.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
162.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
160.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
160.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
159.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
158.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
158.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
157.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
156.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
156.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
156.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
155.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
153.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
153.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
152.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
152.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
151.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
151.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
151.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
150.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
150.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
148.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
148.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
148.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
148.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
148.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
148.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
147.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
147.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
147.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
146.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
146.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
146.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
146.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
145.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
145.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
145.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
144.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
144.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
144.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
143.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
143.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
143.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
143.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
143.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
142.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
142.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
141.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
141.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
139.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
139.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
139.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
138.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
138.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
138.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
138.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
138.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
137.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
137.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
137.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
137.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
137.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
137.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
137.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
136.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
136.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
136.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
136.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
136.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
135.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
135.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
135.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
133.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
133.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
133.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
132.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
132.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
131.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
130.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
130.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
130.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
130.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
129.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
129.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
128.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
128.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
128.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
128.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
127.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
127.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
127.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
127.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
127.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
126.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
126.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
126.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
126.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
124.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
124.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
123.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
123.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
123.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
122.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
122.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
122.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
121.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
121.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
121.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
121.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
121.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
120.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
120.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
120.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
120.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
119.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
119.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
118.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
118.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
118.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
118.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
118.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
117.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
117.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
117.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
116.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
116.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
116.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
116.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
116.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
115.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
115.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
115.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
115.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
114.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
114.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
113.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
113.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
112.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
112.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
111.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
111.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
111.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
111.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
111.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
110.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
110.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
109.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
109.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
108.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
108.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
108.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
107.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
107.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
107.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
107.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
106.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
106.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
106.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
106.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
105.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
105.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
105.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
105.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
103.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
102.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
102.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
102.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
102.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
101.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
101.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
101.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
100.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
100.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
100.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
99.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
98.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
98.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
98.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
98.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
98.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
97.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
97.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
97.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
97.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
96.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
95.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
95.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
95.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
94.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
94.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
94.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
94.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
94.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
93.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
93.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
93.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
92.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
92.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
92.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
92.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
92.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
92.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
91.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
91.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
90.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
90.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
90.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
90.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
89.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
88.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
88.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
88.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
88.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
88.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
87.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
87.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
87.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
86.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
86.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
86.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
86.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
86.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
86.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
86.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
85.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
85.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
84.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
84.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
84.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
84.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
83.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
83.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
83.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
82.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
82.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
82.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
82.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
82.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
82.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
82.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
81.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
81.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
80.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
79.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
79.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
78.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
78.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
78.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
78.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
78.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
78.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
77.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
76.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
76.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
76.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
76.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
76.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
75.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
75.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
75.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
75.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
74.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
74.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
74.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
74.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
74.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
73.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
73.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
72.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
72.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
72.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
72.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
72.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
71.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
71.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
71.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
71.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
70.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
70.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
70.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
69.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
68.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
67.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
67.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
67.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
66.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
66.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
65.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
65.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
65.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
64.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
64.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
64.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
64.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
63.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
63.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
63.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
63.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
63.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
63.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
63.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
62.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
62.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
62.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
61.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
61.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
61.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
60.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
60.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
60.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
58.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
58.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
56.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
56.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
55.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
55.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
54.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
54.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
54.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
54.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
53.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
53.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
53.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
53.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
53.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
52.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
50.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
50.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
49.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
49.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
49.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
48.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
47.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
46.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
45.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
45.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
44.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
44.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
44.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
43.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
43.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
42.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
42.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
42.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
41.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
41.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
41.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
40.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
39.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
39.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
39.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
38.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
38.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
38.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
36.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
36.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
35.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
35.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
34.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
34.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
34.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
30.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
28.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
27.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
27.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
27.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
27.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
26.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
23.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
23.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
20.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
19.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
16.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
14.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
13.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
11.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
3.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
0.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 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.
BHMT2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
137.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
546.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
457.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
299.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
271.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
258.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
248.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
235.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
235.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
234.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
221.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
220.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
219.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
217.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
209.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
195.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
193.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
193.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
192.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
190.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
189.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
185.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
185.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
181.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
176.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
170.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
170.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
169.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
164.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
161.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
159.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
159.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
157.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
157.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
156.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
156.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
155.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
155.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
147.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
146.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
139.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
135.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
135.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
132.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
131.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
130.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
130.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
130.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
128.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
125.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
122.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
121.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
121.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
121.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
120.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
119.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
118.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
117.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
117.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
113.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
113.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
111.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
111.3
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
106.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
106.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
105.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
103.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
103.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
102.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
100.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
100.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
98.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
98.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
97.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
95.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
95.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
94.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
92.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
91.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
89.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
89.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
87.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
86.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
79.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
78.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
74.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
73.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
66.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
56.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
53.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
49.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
44.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
39.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
37.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
33.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
BHMT2 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
74.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
511.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
346.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
329.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
318.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
278.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
256.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
246.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
240.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
240.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
237.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
237.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
235.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
212.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
211.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
209.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
209.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
199.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
193.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
193.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
185.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
185.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
179.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
178.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
170.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
167.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
167.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
165.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
163.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
162.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
158.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
158.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
157.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
156.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
155.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
148.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
147.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
145.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
142.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
139.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
134.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
130.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
128.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
128.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
122.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
120.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
120.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
118.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
117.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
115.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
114.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
114.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
112.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
109.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
109.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
109.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
109.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
108.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
106.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
106.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
105.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
104.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
103.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
102.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
102.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
101.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
101.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
100.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
97.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
96.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
95.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
95.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
92.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
91.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
88.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
88.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
86.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
86.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
86.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
85.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
84.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
83.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
80.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
79.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
79.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
79.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
79.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
78.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
77.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
77.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
77.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
77.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
76.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
76.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
76.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
75.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
73.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
73.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
73.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
71.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
70.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
70.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
69.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
69.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
68.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
68.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
68.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
68.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
67.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
67.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
67.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
66.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
66.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
65.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
65.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
65.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
64.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
64.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
64.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
63.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
63.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
62.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
62.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
61.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
60.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
60.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
60.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
60.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
59.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
58.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
58.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
57.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
57.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
57.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
57.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
57.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
56.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
56.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
55.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
54.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
54.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
54.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
53.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
53.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
52.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
52.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
51.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
51.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
51.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
51.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
51.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
50.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
50.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
49.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
49.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
49.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
49.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
49.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
49.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
49.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
48.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
48.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
48.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
48.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
47.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
47.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
47.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
47.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
47.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
47.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
47.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
47.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
46.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
46.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
46.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
46.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
46.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
45.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
45.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
44.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
43.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
43.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
43.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
43.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
42.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
42.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
42.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
42.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
42.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
42.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
41.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
41.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
40.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
40.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
39.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
39.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
39.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
38.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
37.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
37.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
37.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
37.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
37.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
37.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
36.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
36.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
36.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
35.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
35.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
35.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
35.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
35.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
35.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
34.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
34.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
33.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
33.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
32.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
32.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
32.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
32.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
32.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
31.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
30.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
30.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
30.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
30.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
30.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
30.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
28.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
28.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
27.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
27.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
27.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
26.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
25.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
24.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
24.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
24.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
23.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
22.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
20.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
20.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
19.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
18.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
18.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
17.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
16.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
16.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
16.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
10.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
9.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
1.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
0.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
0.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088780001
Normal
1.3
CPT0025610001
Normal
1.2
CPT0065450001
Normal
1.2
CPT0092800003
Normal
1.1
CPT0006730001
Normal
1.1
CPT0006950001
Normal
1.1
CPT0092310003
Normal
1.1
CPT0000790001
Normal
1.0
CPT0081620001
Normal
1.0
CPT0088920001
Normal
1.0
CPT0077140001
Normal
1.0
CPT0012770003
Normal
1.0
CPT0009080003
Normal
1.0
CPT0023710001
Normal
0.9
CPT0007470001
Normal
0.9
CPT0089480003
Normal
0.9
CPT0092740003
Normal
0.9
CPT0020020001
Normal
0.9
CPT0069010001
Normal
0.9
CPT0089040001
Normal
0.8
CPT0066430001
Normal
0.8
CPT0078840001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0012090003
Normal
0.8
CPT0014350001
Normal
0.8
CPT0000890001
Normal
0.8
CPT0012570003
Normal
0.7
CPT0023360001
Normal
0.7
CPT0078530001
Normal
0.7
CPT0079000001
Normal
0.7
CPT0064400001
Normal
0.7
CPT0010170001
Normal
0.7
CPT0026420001
Normal
0.7
CPT0078940001
Normal
0.7
CPT0078670001
Normal
0.7
CPT0013790003
Normal
0.7
CPT0088570001
Normal
0.7
CPT0086370003
Normal
0.6
CPT0086890003
Normal
0.6
CPT0082010001
Normal
0.6
CPT0088710001
Normal
0.6
CPT0088640003
Normal
0.5
CPT0007870001
Normal
0.5
CPT0088500001
Normal
0.5
CPT0019160001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0020130001
Normal
0.5
CPT0075570001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0025920001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0079480003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0025060001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0076350001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0063640001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0001350001
Normal
0.2
CPT0002370001
Normal
0.2
CPT0001230001
Normal
0.1
CPT0009020003
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0006530001
Normal
-0.1
CPT0017450001
Normal
-0.1
CPT0065810003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0065430003
Tumor
-0.3
CPT0063330001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0088760003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0077110003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0012640003
Normal
-0.4
CPT0010160003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0011240003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0001190001
Normal
-0.5
CPT0069000003
Tumor
-0.5
CPT0010120001
Normal
-0.5
CPT0012280003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0001540009
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0009000003
Tumor
-0.5
CPT0025350003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0023690003
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0001270001
Normal
-0.6
CPT0014370004
Tumor
-0.6
CPT0075560003
Tumor
-0.6
CPT0086950003
Tumor
-0.6
CPT0000780007
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0078830003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0006900003
Tumor
-0.6
CPT0066470004
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0079510001
Normal
-0.7
CPT0014160003
Tumor
-0.7
CPT0069190001
Normal
-0.8
CPT0065870003
Tumor
-0.8
CPT0007860003
Tumor
-0.8
CPT0075170001
Normal
-0.8
CPT0081600003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0015730003
Tumor
-0.8
CPT0024670003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0077310003
Tumor
-0.8
CPT0077490003
Tumor
-0.9
CPT0092160003
Tumor
-0.9
CPT0092290003
Tumor
-0.9
CPT0089020003
Tumor
-0.9
CPT0085670003
Tumor
-0.9
CPT0075720003
Tumor
-0.9
CPT0012670003
Tumor
-0.9
CPT0065750003
Tumor
-1.0
CPT0010110003
Tumor
-1.0
CPT0011410003
Tumor
-1.0
CPT0087040003
Tumor
-1.0
CPT0078510003
Tumor
-1.0
CPT0066480003
Tumor
-1.0
CPT0000640003
Tumor
-1.0
CPT0012080003
Tumor
-1.0
CPT0014450004
Tumor
-1.1
CPT0023350003
Tumor
-1.1
CPT0001180009
Tumor
-1.1
CPT0021240003
Tumor
-1.1
CPT0079300001
Normal
-1.1
CPT0019130003
Tumor
-1.1
CPT0088900003
Tumor
-1.1
CPT0092730003
Tumor
-1.1
CPT0025050003
Tumor
-1.1
CPT0086870003
Tumor
-1.1
CPT0015910003
Tumor
-1.1
CPT0092190003
Normal
-1.1
CPT0084590001
Normal
-1.2
CPT0009060003
Tumor
-1.2
CPT0000870016
Tumor
-1.2
CPT0088630003
Tumor
-1.2
CPT0001260009
Tumor
-1.3
CPT0075130003
Tumor
-1.3
CPT0020120003
Tumor
-1.3
CPT0017410003
Tumor
-1.3
CPT0076330003
Tumor
-1.3
CPT0069160003
Tumor
-1.4
CPT0086360003
Tumor
-1.4
CPT0002270011
Tumor
-1.4
CPT0065690003
Tumor
-1.4
CPT0077320001
Normal
-1.5
CPT0025230003
Tumor
-1.5
CPT0079410003
Tumor
-1.5
CPT0084560003
Tumor
-1.5
CPT0063630003
Tumor
-1.6
CPT0079380003
Tumor
-1.6
CPT0079180003
Tumor
-1.7
CPT0081880003
Tumor
-1.7
CPT0088690003
Tumor
-1.8
CPT0088550004
Tumor
-1.8
CPT0012180003
Tumor
-1.9
CPT0017850003
Tumor
-2.0
CPT0001340003
Tumor
-2.3
CPT0078660003
Tumor
-2.3
CPT0078800003
Tumor
-2.4
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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.