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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.
KDELR1 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
192.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
379.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
342.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
330.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
322.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
309.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
302.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
278.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
277.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
275.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
263.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
256.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
255.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
246.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
239.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
219.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
217.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
217.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
215.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
214.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
214.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
212.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
211.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
204.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
201.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
197.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
195.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
188.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
183.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
183.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
182.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
181.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
181.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
180.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
179.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
178.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
175.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
173.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
173.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
172.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
171.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
170.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
170.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
168.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
164.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
163.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
162.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
161.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
156.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
154.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
149.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
135.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
130.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
129.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
128.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
120.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
120.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
117.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
111.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
110.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
104.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
95.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
94.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
90.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 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.
KDELR1 is not prognostic 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
160.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
380.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
352.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
305.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
295.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
289.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
289.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
288.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
275.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
273.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
273.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
271.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
268.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
262.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
260.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
258.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
256.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
255.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
249.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
247.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
245.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
241.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
240.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
236.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
236.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
235.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
234.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
232.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
231.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
229.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
229.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
228.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
226.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
226.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
225.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
225.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
225.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
224.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
223.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
220.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
220.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
219.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
219.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
218.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
217.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
217.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
216.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
216.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
216.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
215.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
214.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
214.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
213.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
213.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
213.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
212.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
210.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
210.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
210.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
210.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
209.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
208.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
208.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
208.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
208.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
206.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
206.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
206.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
206.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
205.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
205.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
205.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
205.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
204.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
203.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
203.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
203.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
202.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
202.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
202.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
202.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
201.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
201.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
201.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
200.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
200.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
199.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
199.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
198.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
198.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
198.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
198.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
197.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
196.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
196.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
195.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
195.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
195.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
195.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
195.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
195.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
194.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
194.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
193.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
193.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
193.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
193.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
193.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
192.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
192.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
192.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
192.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
191.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
191.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
191.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
190.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
190.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
190.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
190.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
189.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
189.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
188.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
188.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
187.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
186.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
186.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
186.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
186.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
185.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
184.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
183.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
183.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
182.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
182.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
182.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
182.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
181.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
181.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
181.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
181.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
181.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
181.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
181.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
180.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
180.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
179.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
179.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
178.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
178.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
178.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
178.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
178.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
178.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
177.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
177.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
177.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
177.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
177.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
176.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
176.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
176.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
176.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
176.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
175.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
175.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
175.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
175.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
175.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
175.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
174.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
174.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
174.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
174.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
173.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
173.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
173.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
172.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
172.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
172.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
172.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
172.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
172.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
172.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
171.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
171.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
171.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
171.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
171.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
170.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
170.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
169.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
169.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
169.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
169.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
169.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
169.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
168.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
168.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
168.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
168.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
168.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
168.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
168.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
168.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
168.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
168.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
167.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
167.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
167.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
167.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
167.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
167.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
167.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
166.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
166.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
166.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
166.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
166.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
166.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
166.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
166.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
165.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
165.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
165.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
165.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
164.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
164.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
164.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
164.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
164.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
164.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
164.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
163.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
163.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
163.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
163.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
163.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
162.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
162.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
162.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
162.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
162.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
162.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
161.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
161.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
161.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
161.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
161.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
160.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
160.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
160.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
160.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
160.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
159.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
159.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
159.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
159.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
159.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
159.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
159.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
159.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
158.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
158.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
158.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
158.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
158.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
157.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
157.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
157.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
157.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
157.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
157.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
156.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
156.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
156.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
156.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
156.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
156.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
155.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
155.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
155.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
155.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
155.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
155.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
154.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
154.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
154.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
154.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
154.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
154.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
154.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
153.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
153.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
153.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
153.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
153.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
153.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
153.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
153.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
152.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
152.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
152.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
152.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
151.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
151.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
151.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
151.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
151.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
150.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
150.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
150.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
150.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
149.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
149.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
149.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
149.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
149.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
148.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
148.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
148.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
148.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
148.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
148.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
148.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
148.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
147.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
147.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
147.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
147.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
147.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
147.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
147.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
146.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
146.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
146.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
146.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
146.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
145.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
145.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
145.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
145.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
145.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
144.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
144.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
144.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
144.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
144.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
143.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
143.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
143.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
143.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
142.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
142.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
142.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
142.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
142.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
142.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
142.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
142.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
141.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
141.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
141.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
140.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
140.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
140.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
140.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
139.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
139.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
139.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
139.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
138.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
138.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
138.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
138.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
138.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
138.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
138.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
138.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
138.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
137.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
137.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
137.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
137.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
137.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
136.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
136.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
136.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
136.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
135.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
135.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
135.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
135.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
135.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
135.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
135.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
135.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
134.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
134.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
134.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
134.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
133.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
133.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
132.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
132.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
131.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
131.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
131.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
130.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
130.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
130.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
129.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
128.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
128.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
128.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
127.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
127.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
127.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
127.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
127.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
126.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
126.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
126.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
126.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
125.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
125.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
125.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
125.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
125.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
125.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
124.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
124.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
124.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
124.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
124.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
124.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
124.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
123.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
123.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
122.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
121.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
121.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
121.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
121.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
121.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
121.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
120.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
120.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
119.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
119.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
118.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
117.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
117.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
116.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
116.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
116.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
116.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
115.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
115.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
115.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
115.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
114.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
113.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
113.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
113.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
112.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
110.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
109.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
109.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
108.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
107.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
106.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
106.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
105.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
105.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
104.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
104.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
103.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
103.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
103.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
103.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
102.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
101.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
101.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
100.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
99.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
98.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
95.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
95.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
95.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
95.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
94.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
93.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
92.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
91.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
91.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
90.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
90.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
90.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
89.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
87.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
87.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
86.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
85.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
84.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
84.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
82.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
81.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
80.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
80.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
80.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
78.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
78.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
77.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
76.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
70.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
69.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
68.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
51.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
50.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
41.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
37.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 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.
KDELR1 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
136.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
289.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
210.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
206.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
203.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
202.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
199.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
199.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
188.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
187.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
187.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
184.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
181.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
181.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
179.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
176.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
173.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
172.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
169.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
169.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
166.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
160.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
155.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
154.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
152.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
152.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
150.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
150.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
150.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
147.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
147.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
143.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
143.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
143.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
142.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
142.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
142.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
141.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
141.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
140.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
139.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
139.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
138.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
138.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
137.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
135.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
135.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
135.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
135.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
133.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
132.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
130.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
128.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
128.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
126.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
126.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
126.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
125.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
125.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
124.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
124.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
123.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
121.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
121.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
121.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
120.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
119.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
119.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
119.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
118.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
118.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
118.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
118.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
117.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
117.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
116.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
116.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
114.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
112.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
111.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
110.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
110.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
109.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
109.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
105.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
105.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
104.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
103.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
103.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
103.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
102.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
95.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
95.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
95.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
90.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
89.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
84.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
82.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
77.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
70.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
KDELR1 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
184.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
394.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
384.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
384.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
346.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
321.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
316.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
315.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
313.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
306.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
306.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
305.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
304.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
301.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
301.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
295.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
290.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
290.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
287.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
281.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
276.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
275.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
273.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
272.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
266.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
265.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
263.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
262.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
261.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
261.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
256.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
254.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
252.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
251.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
250.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
249.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
245.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
245.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
245.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
243.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
243.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
242.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
239.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
238.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
238.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
236.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
235.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
235.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
234.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
233.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
231.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
231.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
230.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
230.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
230.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
229.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
229.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
229.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
229.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
227.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
226.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
225.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
225.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
224.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
219.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
219.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
218.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
217.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
216.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
215.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
214.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
214.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
213.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
212.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
212.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
212.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
211.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
211.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
211.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
209.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
207.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
207.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
207.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
207.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
206.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
205.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
205.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
205.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
204.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
204.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
203.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
202.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
202.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
201.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
201.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
200.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
199.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
199.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
199.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
199.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
198.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
198.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
197.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
197.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
196.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
195.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
194.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
194.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
194.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
194.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
193.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
193.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
193.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
192.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
192.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
192.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
191.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
191.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
191.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
191.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
188.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
187.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
187.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
187.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
187.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
186.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
186.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
185.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
184.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
184.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
184.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
184.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
183.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
183.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
183.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
182.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
182.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
182.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
182.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
180.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
180.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
180.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
179.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
179.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
178.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
178.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
177.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
177.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
177.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
176.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
176.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
175.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
174.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
174.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
173.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
172.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
172.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
171.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
170.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
169.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
169.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
169.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
168.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
167.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
166.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
166.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
165.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
165.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
164.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
164.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
164.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
163.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
163.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
163.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
162.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
161.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
161.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
160.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
158.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
158.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
158.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
158.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
158.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
158.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
157.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
157.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
157.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
156.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
155.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
155.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
154.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
154.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
153.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
152.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
151.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
151.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
151.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
151.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
150.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
150.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
149.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
148.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
147.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
146.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
146.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
146.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
145.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
145.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
145.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
145.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
144.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
144.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
143.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
143.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
142.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
142.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
142.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
142.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
142.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
141.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
140.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
139.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
139.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
138.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
137.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
137.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
137.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
137.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
137.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
133.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
133.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
133.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
132.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
131.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
130.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
130.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
130.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
130.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
130.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
129.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
129.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
129.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
128.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
128.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
128.6
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
128.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
127.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
126.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
125.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
125.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
125.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
125.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
125.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
122.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
122.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
122.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
120.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
119.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
116.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
113.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
110.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
109.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
107.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
106.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
105.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
104.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
102.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
100.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
100.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
99.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
98.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
97.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
96.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
94.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
89.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
89.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
86.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
85.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
85.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
84.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
81.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
77.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
74.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0087040003
Tumor
1.9
CPT0076330003
Tumor
1.9
CPT0025110003
Tumor
1.9
CPT0015810003
Tumor
1.5
CPT0025880003
Tumor
1.4
CPT0023350003
Tumor
1.4
CPT0079410003
Tumor
1.3
CPT0086950003
Tumor
1.2
CPT0078830003
Tumor
1.2
CPT0002350011
Tumor
1.1
CPT0001260009
Tumor
1.1
CPT0001340003
Tumor
1.1
CPT0001270001
Normal
0.9
CPT0079270003
Tumor
0.8
CPT0063320003
Tumor
0.8
CPT0007870001
Normal
0.8
CPT0075720003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0079380003
Tumor
0.7
CPT0089460004
Tumor
0.7
CPT0089020003
Tumor
0.7
CPT0078800003
Tumor
0.7
CPT0077110003
Tumor
0.7
CPT0088550004
Tumor
0.7
CPT0071150004
Tumor
0.7
CPT0085670003
Tumor
0.6
CPT0092790003
Tumor
0.6
CPT0025350003
Tumor
0.6
CPT0088690003
Tumor
0.6
CPT0092160003
Tumor
0.6
CPT0025230003
Tumor
0.6
CPT0079480003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0075130003
Tumor
0.6
CPT0086360003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0006950001
Normal
0.5
CPT0086870003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0063330001
Normal
0.4
CPT0026410003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0088630003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0063630003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0078930003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0064400001
Normal
0.3
CPT0001220008
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0001350001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0065810003
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0012670003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0015730003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0092190003
Normal
0.1
CPT0026420001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0088970003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0002370001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0010110003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0065820001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0010160003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0077320001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0023710001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0065930003
Tumor
-0.4
CPT0063640001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0066430001
Normal
-0.4
CPT0025290003
Tumor
-0.4
CPT0087050003
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0007860003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0078670001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0006630003
Tumor
-0.5
CPT0092310003
Normal
-0.6
CPT0092290003
Tumor
-0.6
CPT0017850003
Tumor
-0.7
CPT0018250001
Normal
-0.7
CPT0075560003
Tumor
-0.7
CPT0012090003
Normal
-0.7
CPT0023690003
Tumor
-0.7
CPT0077140001
Normal
-0.8
CPT0023360001
Normal
-0.8
CPT0066470004
Tumor
-0.9
CPT0077500001
Normal
-0.9
CPT0012640003
Normal
-0.9
CPT0020020001
Normal
-0.9
CPT0012290003
Normal
-1.1
CPT0081990003
Tumor
-1.3
CPT0088760003
Tumor
-1.5
CPT0082010001
Normal
-1.8
CPT0011410003
Tumor
-1.8
CPT0069160003
Tumor
-2.6
CPT0069190001
Normal
-2.8
CPT0006900003
Tumor
-5.0
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0024670003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0086830003
Normal
N/A
CPT0012570003
Normal
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0014350001
Normal
N/A
CPT0079180003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0009020003
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0007470001
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0007320003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0000890001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
