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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.
ASS1 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
12.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
146.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
106.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
69.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
49.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
39.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
28.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
27.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
20.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
17.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
16.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
13.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
12.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
12.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
10.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
10.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
9.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
9.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
7.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
4.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
4.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
4.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
4.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
4.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
4.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ASS1 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
110.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
665.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
557.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
535.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
484.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
443.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
424.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
386.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
363.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
358.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
350.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
339.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
334.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
334.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
331.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
329.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
325.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
318.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
316.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
313.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
310.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
283.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
283.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
282.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
272.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
266.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
264.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
263.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
257.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
257.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
247.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
244.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
240.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
238.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
237.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
236.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
236.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
235.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
235.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
229.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
227.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
226.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
222.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
219.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
214.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
212.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
207.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
205.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
205.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
205.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
204.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
204.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
203.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
195.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
193.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
193.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
193.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
193.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
189.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
188.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
186.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
186.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
184.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
183.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
183.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
183.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
180.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
180.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
178.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
175.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
173.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
172.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
170.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
170.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
169.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
169.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
168.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
168.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
168.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
165.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
164.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
164.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
163.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
163.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
163.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
163.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
162.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
161.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
159.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
159.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
158.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
158.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
158.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
157.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
156.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
156.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
156.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
156.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
156.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
155.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
155.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
154.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
153.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
153.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
153.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
153.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
153.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
152.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
150.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
150.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
150.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
148.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
148.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
148.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
147.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
146.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
145.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
145.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
144.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
144.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
144.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
143.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
143.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
142.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
141.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
140.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
140.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
138.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
138.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
138.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
137.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
137.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
137.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
136.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
136.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
136.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
135.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
134.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
134.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
134.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
133.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
132.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
130.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
128.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
128.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
128.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
127.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
126.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
126.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
125.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
125.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
125.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
124.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
124.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
124.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
124.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
124.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
123.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
123.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
123.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
123.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
123.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
123.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
122.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
122.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
122.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
122.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
121.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
120.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
120.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
120.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
120.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
119.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
119.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
118.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
118.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
118.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
118.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
118.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
118.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
118.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
118.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
117.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
117.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
117.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
117.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
116.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
116.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
116.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
116.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
115.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
115.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
114.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
114.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
113.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
112.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
112.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
112.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
110.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
110.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
110.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
110.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
109.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
109.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
109.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
109.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
108.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
108.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
108.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
108.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
108.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
107.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
107.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
107.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
107.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
106.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
106.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
106.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
105.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
105.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
105.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
105.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
105.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
105.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
104.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
104.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
104.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
103.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
103.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
102.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
102.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
102.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
102.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
102.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
102.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
102.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
101.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
101.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
101.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
101.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
100.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
100.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
100.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
100.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
100.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
100.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
99.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
98.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
98.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
97.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
97.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
97.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
97.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
96.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
96.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
95.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
95.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
95.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
95.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
95.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
95.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
94.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
94.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
94.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
94.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
94.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
94.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
93.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
93.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
93.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
93.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
92.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
92.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
91.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
90.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
90.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
90.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
89.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
89.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
89.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
88.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
88.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
87.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
87.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
86.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
86.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
85.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
85.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
85.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
85.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
85.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
84.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
84.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
84.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
84.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
84.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
84.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
84.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
84.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
83.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
83.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
83.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
83.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
83.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
82.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
82.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
82.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
82.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
82.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
82.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
82.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
82.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
81.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
81.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
81.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
80.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
80.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
80.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
80.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
80.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
80.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
79.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
78.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
78.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
78.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
78.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
78.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
78.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
78.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
78.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
77.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
77.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
77.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
77.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
77.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
77.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
76.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
76.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
76.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
76.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
75.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
75.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
75.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
75.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
74.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
74.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
74.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
74.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
74.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
74.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
74.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
73.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
73.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
73.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
73.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
72.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
72.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
72.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
72.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
72.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
71.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
70.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
70.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
70.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
70.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
68.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
68.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
68.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
67.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
67.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
67.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
66.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
66.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
66.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
66.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
65.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
64.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
64.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
64.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
64.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
64.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
63.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
63.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
63.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
63.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
62.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
61.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
61.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
61.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
59.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
59.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
59.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
59.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
59.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
59.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
59.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
58.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
57.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
57.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
56.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
56.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
56.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
56.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
55.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
55.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
54.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
53.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
53.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
53.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
52.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
51.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
51.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
51.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
51.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
50.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
50.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
50.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
49.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
49.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
48.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
48.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
48.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
48.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
48.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
47.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
47.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
47.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
47.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
46.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
46.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
46.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
45.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
45.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
45.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
44.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
44.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
43.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
43.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
42.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
42.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
41.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
41.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
41.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
41.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
41.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
40.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
40.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
40.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
40.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
39.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
38.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
38.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
38.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
37.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
37.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
36.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
36.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
36.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
36.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
36.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
35.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
35.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
35.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
34.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
34.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
33.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
32.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
32.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
32.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
32.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
31.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
31.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
30.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
30.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
28.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
28.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
27.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
26.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
25.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
24.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
22.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
22.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
22.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
15.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
13.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
12.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
12.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
11.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
11.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
5.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
5.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
3.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
ASS1 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
100.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
524.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
449.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
355.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
318.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
237.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
202.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
194.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
189.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
183.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
176.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
173.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
172.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
172.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
169.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
162.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
155.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
152.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
143.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
139.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
133.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
129.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
128.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
128.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
126.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
123.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
117.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
116.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
115.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
112.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
111.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
110.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
105.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
105.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
104.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
104.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
102.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
102.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
102.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
98.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
97.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
96.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
95.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
95.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
94.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
94.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
86.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
85.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
83.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
82.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
80.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
80.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
80.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
77.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
76.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
76.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
76.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
70.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
69.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
67.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
67.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
66.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
64.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
63.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
63.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
62.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
62.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
60.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
59.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
56.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
56.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
54.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
52.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
50.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
50.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
49.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
46.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
45.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
44.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
44.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
44.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
42.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
40.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
40.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
39.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
39.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
37.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
34.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
29.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
22.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
17.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.1
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.
ASS1 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
99.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1416.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
843.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
686.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
563.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
535.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
532.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
424.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
413.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
382.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
347.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
311.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
303.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
296.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
293.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
288.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
250.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
243.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
239.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
239.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
234.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
230.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
222.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
219.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
219.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
218.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
217.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
207.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
204.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
189.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
188.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
187.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
187.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
186.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
186.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
182.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
177.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
175.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
172.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
169.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
167.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
164.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
164.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
159.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
158.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
156.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
156.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
155.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
154.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
147.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
145.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
143.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
142.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
140.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
139.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
138.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
136.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
136.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
132.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
131.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
129.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
128.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
128.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
124.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
122.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
122.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
121.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
120.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
120.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
120.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
120.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
117.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
117.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
115.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
114.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
113.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
112.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
111.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
107.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
107.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
105.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
104.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
104.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
104.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
103.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
102.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
101.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
99.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
97.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
97.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
95.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
95.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
94.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
94.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
94.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
93.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
92.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
92.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
88.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
88.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
88.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
88.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
88.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
88.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
87.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
86.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
86.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
86.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
86.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
85.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
85.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
85.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
83.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
83.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
82.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
81.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
81.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
80.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
80.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
79.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
79.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
78.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
77.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
77.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
77.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
76.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
75.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
74.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
74.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
74.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
73.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
73.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
72.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
72.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
72.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
71.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
70.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
69.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
69.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
69.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
69.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
68.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
67.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
66.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
65.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
64.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
64.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
64.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
63.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
63.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
63.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
62.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
62.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
61.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
61.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
61.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
61.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
60.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
58.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
58.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
57.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
57.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
56.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
56.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
55.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
55.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
55.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
54.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
54.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
54.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
54.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
54.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
53.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
52.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
51.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
51.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
50.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
50.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
50.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
50.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
49.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
49.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
49.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
48.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
48.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
47.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
47.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
46.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
46.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
46.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
45.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
44.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
44.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
44.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
43.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
43.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
43.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
42.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
41.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
41.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
40.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
40.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
40.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
40.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
39.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
38.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
37.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
37.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
36.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
35.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
35.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
35.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
35.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
34.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
34.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
34.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
33.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
33.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
32.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
32.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
31.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
30.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
30.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
29.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
29.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
29.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
27.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
27.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
27.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
26.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
26.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
26.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
25.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
25.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
23.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
23.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
22.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
22.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
22.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
21.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
20.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
16.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
16.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
14.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
14.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
11.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
9.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
3.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
0.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0065450001
Normal
1.2
CPT0092740003
Normal
1.2
CPT0077140001
Normal
1.2
CPT0023360001
Normal
1.1
CPT0006950001
Normal
1.1
CPT0026420001
Normal
1.1
CPT0088920001
Normal
1.1
CPT0077500001
Normal
1.1
CPT0012090003
Normal
1.1
CPT0025060001
Normal
1.1
CPT0078840001
Normal
1.0
CPT0087050003
Normal
1.0
CPT0076350001
Normal
1.0
CPT0009080003
Normal
1.0
CPT0092800003
Normal
1.0
CPT0000890001
Normal
1.0
CPT0089480003
Normal
1.0
CPT0092310003
Normal
1.0
CPT0012770003
Normal
0.9
CPT0088710001
Normal
0.9
CPT0081620001
Normal
0.9
CPT0000790001
Normal
0.9
CPT0023710001
Normal
0.9
CPT0007470001
Normal
0.8
CPT0006730001
Normal
0.8
CPT0013790003
Normal
0.8
CPT0066430001
Normal
0.8
CPT0014350001
Normal
0.8
CPT0082010001
Normal
0.8
CPT0086970003
Normal
0.8
CPT0025610001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0078670001
Normal
0.8
CPT0069010001
Normal
0.8
CPT0078940001
Normal
0.7
CPT0063640001
Normal
0.7
CPT0089040001
Normal
0.7
CPT0088780001
Normal
0.7
CPT0020020001
Normal
0.7
CPT0001350001
Normal
0.7
CPT0079430001
Normal
0.7
CPT0018250001
Normal
0.7
CPT0088570001
Normal
0.7
CPT0024680001
Normal
0.7
CPT0086370003
Normal
0.7
CPT0075570001
Normal
0.6
CPT0079000001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0012290003
Normal
0.6
CPT0012570003
Normal
0.6
CPT0086830003
Normal
0.5
CPT0025920001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0086890003
Normal
0.5
CPT0063330001
Normal
0.5
CPT0017450001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0000660001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0001510001
Normal
0.4
CPT0012920003
Normal
0.3
CPT0009020003
Normal
0.3
CPT0001550001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0088640003
Normal
0.2
CPT0006530001
Normal
0.2
CPT0001190001
Normal
0.1
CPT0088500001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0010120001
Normal
-0.2
CPT0001270001
Normal
-0.2
CPT0001230001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0075560003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0069190001
Normal
-0.5
CPT0088970003
Tumor
-0.5
CPT0066470004
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0089460004
Tumor
-0.6
CPT0007860003
Tumor
-0.6
CPT0014160003
Tumor
-0.7
CPT0077310003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0001500009
Tumor
-0.7
CPT0064370003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0012550003
Tumor
-0.8
CPT0006900003
Tumor
-0.8
CPT0079510001
Normal
-0.8
CPT0012900004
Tumor
-0.8
CPT0000780007
Tumor
-0.8
CPT0009000003
Tumor
-0.8
CPT0063320003
Tumor
-0.9
CPT0011240003
Tumor
-0.9
CPT0025170003
Tumor
-0.9
CPT0077490003
Tumor
-0.9
CPT0006630003
Tumor
-0.9
CPT0015910003
Tumor
-1.0
CPT0077320001
Normal
-1.0
CPT0021240003
Tumor
-1.0
CPT0078930003
Tumor
-1.0
CPT0020120003
Tumor
-1.0
CPT0092190003
Normal
-1.0
CPT0084590001
Normal
-1.0
CPT0078510003
Tumor
-1.0
CPT0012640003
Normal
-1.1
CPT0086360003
Tumor
-1.1
CPT0087040003
Tumor
-1.1
CPT0065810003
Tumor
-1.2
CPT0002270011
Tumor
-1.2
CPT0078830003
Tumor
-1.2
CPT0019130003
Tumor
-1.2
CPT0079480003
Tumor
-1.2
CPT0012670003
Tumor
-1.2
CPT0025580004
Tumor
-1.2
CPT0092730003
Tumor
-1.2
CPT0088760003
Tumor
-1.2
CPT0010160003
Tumor
-1.2
CPT0092160003
Tumor
-1.3
CPT0088690003
Tumor
-1.3
CPT0001540009
Tumor
-1.3
CPT0001220008
Tumor
-1.3
CPT0065430003
Tumor
-1.3
CPT0088900003
Tumor
-1.3
CPT0063630003
Tumor
-1.3
CPT0024670003
Tumor
-1.3
CPT0069160003
Tumor
-1.3
CPT0006440003
Tumor
-1.3
CPT0079180003
Tumor
-1.3
CPT0079300001
Normal
-1.4
CPT0023350003
Tumor
-1.4
CPT0002350011
Tumor
-1.4
CPT0025050003
Tumor
-1.4
CPT0025880003
Tumor
-1.4
CPT0089020003
Tumor
-1.4
CPT0079270003
Tumor
-1.4
CPT0009060003
Tumor
-1.4
CPT0000870016
Tumor
-1.5
CPT0075130003
Tumor
-1.5
CPT0026410003
Tumor
-1.5
CPT0088630003
Tumor
-1.5
CPT0081990003
Tumor
-1.5
CPT0012370003
Tumor
-1.5
CPT0086950003
Tumor
-1.5
CPT0017410003
Tumor
-1.5
CPT0071150004
Tumor
-1.5
CPT0012080003
Tumor
-1.5
CPT0088550004
Tumor
-1.5
CPT0081600003
Tumor
-1.5
CPT0001260009
Tumor
-1.5
CPT0012280003
Tumor
-1.6
CPT0069000003
Tumor
-1.6
CPT0014370004
Tumor
-1.6
CPT0001340003
Tumor
-1.6
CPT0007320003
Tumor
-1.6
CPT0010110003
Tumor
-1.6
CPT0017850003
Tumor
-1.6
CPT0079410003
Tumor
-1.6
CPT0065930003
Tumor
-1.7
CPT0012180003
Tumor
-1.7
CPT0088480003
Tumor
-1.7
CPT0065750003
Tumor
-1.7
CPT0025110003
Tumor
-1.7
CPT0078800003
Tumor
-1.8
CPT0014450004
Tumor
-1.8
CPT0086030003
Tumor
-1.8
CPT0077110003
Tumor
-1.8
CPT0065870003
Tumor
-1.9
CPT0078660003
Tumor
-1.9
CPT0081880003
Tumor
-1.9
CPT0065690003
Tumor
-1.9
CPT0086820003
Tumor
-1.9
CPT0086870003
Tumor
-1.9
CPT0078990003
Tumor
-2.0
CPT0084560003
Tumor
-2.0
CPT0001180009
Tumor
-2.0
CPT0025350003
Tumor
-2.2
CPT0025290003
Tumor
-2.2
CPT0079230003
Tumor
-2.2
CPT0015730003
Tumor
-2.3
CPT0025230003
Tumor
-2.4
CPT0011410003
Tumor
-2.6
CPT0015810003
Tumor
-2.6
CPT0079380003
Tumor
-3.3
CPT0085670003
Tumor
-3.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
