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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.
WDR83OS is not prognostic in Colon Adenocarcinoma (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
186.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
293.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
280.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
279.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
279.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
277.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
276.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
274.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
274.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
271.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
269.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
262.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
262.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
254.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
250.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
248.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
247.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
246.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
246.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
245.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
241.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
240.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
240.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
236.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
236.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
232.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
232.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
231.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
230.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
230.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
230.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
230.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
228.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
228.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
227.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
227.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
227.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
227.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
227.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
226.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
226.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
226.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
224.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
224.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
224.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
223.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
222.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
222.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
222.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
221.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
221.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
220.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
220.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
218.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
218.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
217.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
217.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
216.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
214.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
213.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
213.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
212.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
212.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
212.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
211.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
209.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
207.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
207.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
205.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
205.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
204.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
204.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
203.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
203.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
203.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
202.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
201.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
201.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
200.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
200.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
199.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
198.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
198.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
198.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
198.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
197.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
197.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
197.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
197.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
196.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
196.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
196.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
195.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
194.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
194.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
193.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
192.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
191.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
191.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
191.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
190.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
190.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
189.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
189.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
189.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
189.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
189.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
188.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
188.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
188.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
187.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
187.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
187.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
187.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
186.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
186.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
186.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
186.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
186.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
185.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
185.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
184.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
184.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
184.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
184.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
184.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
183.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
183.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
181.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
180.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
180.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
180.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
179.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
179.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
178.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
177.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
177.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
177.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
177.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
177.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
177.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
177.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
176.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
176.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
176.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
176.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
175.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
175.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
175.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
175.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
175.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
174.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
174.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
174.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
174.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
173.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
173.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
172.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
172.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
172.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
172.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
171.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
171.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
171.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
171.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
171.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
170.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
170.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
170.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
169.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
169.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
168.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
167.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
167.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
167.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
166.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
166.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
166.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
165.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
165.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
164.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
164.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
163.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
162.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
162.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
161.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
161.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
161.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
161.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
160.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
159.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
159.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
159.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
159.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
159.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
158.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
157.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
157.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
157.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
157.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
156.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
155.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
153.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
153.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
152.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
152.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
152.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
152.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
152.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
151.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
151.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
151.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
150.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
150.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
149.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
149.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
149.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
149.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
149.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
148.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
148.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
146.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
145.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
145.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
144.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
144.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
144.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
142.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
142.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
142.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
141.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
140.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
138.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
138.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
138.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
138.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
136.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
136.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
136.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
135.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
134.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
134.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
131.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
129.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
129.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
129.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
125.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
123.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
122.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
119.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
116.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
113.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
105.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
103.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 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.
WDR83OS is not prognostic in Colon Adenocarcinoma (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
74.0
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
135.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
126.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
126.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
122.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
122.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
115.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
114.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
114.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
111.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
110.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
110.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
110.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
109.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
107.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
107.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
107.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
107.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
107.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
106.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
106.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
106.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
104.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
104.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
104.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
104.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
103.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
102.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
102.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
102.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
101.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
101.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
101.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
101.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
101.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
101.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
100.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
99.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
99.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
99.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
99.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
99.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
98.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
98.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
97.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
97.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
96.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
96.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
96.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
96.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
95.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
95.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
95.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
95.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
94.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
94.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
94.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
94.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
94.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
93.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
93.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
93.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
93.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
93.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
93.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
93.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
93.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
92.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
92.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
92.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
92.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
92.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
91.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
91.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
91.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
91.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
91.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
91.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
90.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
90.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
90.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
90.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
90.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
90.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
89.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
89.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
89.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
88.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
88.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
88.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
88.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
88.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
88.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
88.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
88.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
88.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
88.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
88.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
88.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
87.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
87.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
87.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
87.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
87.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
87.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
86.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
86.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
86.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
86.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
86.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
86.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
86.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
86.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
86.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
86.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
86.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
86.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
85.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
85.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
85.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
85.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
85.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
85.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
85.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
84.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
84.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
84.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
84.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
84.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
84.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
84.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
84.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
84.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
83.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
83.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
83.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
83.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
83.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
83.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
83.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
83.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
83.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
82.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
82.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
82.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
82.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
82.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
82.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
82.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
82.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
82.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
82.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
82.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
82.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
82.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
81.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
81.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
81.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
81.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
81.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
81.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
81.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
81.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
81.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
81.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
80.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
80.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
80.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
80.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
80.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
80.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
80.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
79.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
79.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
79.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
79.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
78.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
78.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
78.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
78.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
78.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
78.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
78.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
78.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
78.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
78.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
78.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
77.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
77.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
77.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
77.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
77.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
77.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
77.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
77.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
77.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
77.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
77.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
77.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
76.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
76.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
76.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
76.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
76.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
76.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
76.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
76.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
76.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
76.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
75.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
75.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
75.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
75.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
75.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
75.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
75.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
74.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
74.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
74.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
74.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
74.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
74.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
74.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
74.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
73.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
73.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
73.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
73.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
73.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
73.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
73.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
73.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
73.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
73.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
73.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
73.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
73.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
72.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
72.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
72.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
72.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
72.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
72.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
72.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
72.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
72.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
72.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
72.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
71.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
71.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
71.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
71.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
71.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
71.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
71.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
71.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
71.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
71.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
71.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
71.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
71.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
71.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
70.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
70.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
70.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
70.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
70.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
70.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
70.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
70.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
70.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
70.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
70.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
69.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
69.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
69.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
69.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
69.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
69.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
69.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
69.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
69.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
69.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
69.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
69.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
69.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
69.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
69.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
69.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
69.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
68.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
68.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
68.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
68.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
68.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
68.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
68.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
68.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
68.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
68.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
68.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
68.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
68.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
67.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
67.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
67.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
67.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
67.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
67.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
67.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
67.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
67.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
67.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
67.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
67.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
67.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
66.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
66.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
66.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
66.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
66.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
66.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
66.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
66.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
66.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
66.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
66.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
66.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
66.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
66.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
66.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
65.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
65.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
65.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
65.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
65.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
65.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
65.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
65.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
65.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
65.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
65.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
65.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
64.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
64.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
64.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
64.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
64.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
64.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
64.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
64.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
64.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
64.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
64.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
64.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
63.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
63.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
63.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
63.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
63.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
63.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
63.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
63.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
63.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
63.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
62.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
62.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
62.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
62.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
62.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
62.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
62.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
62.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
62.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
62.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
62.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
62.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
62.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
62.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
62.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
61.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
61.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
61.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
61.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
61.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
61.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
61.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
61.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
60.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
60.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
60.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
60.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
60.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
60.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
60.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
60.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
59.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
59.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
59.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
59.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
59.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
59.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
59.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
59.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
58.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
58.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
58.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
58.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
58.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
58.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
58.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
58.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
58.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
57.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
57.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
57.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
57.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
57.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
57.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
57.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
57.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
57.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
57.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
56.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
56.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
56.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
56.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
56.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
55.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
55.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
55.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
55.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
55.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
55.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
55.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
54.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
54.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
54.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
54.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
54.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
54.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
53.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
53.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
53.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
53.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
53.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
53.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
53.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
52.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
52.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
52.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
51.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
51.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
51.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
51.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
51.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
51.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
51.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
50.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
50.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
49.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
49.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
48.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
48.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
48.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
48.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
47.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
47.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
47.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
45.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
44.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
44.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
43.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
43.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
43.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
42.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
42.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
40.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
32.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
WDR83OS is not prognostic in Rectum Adenocarcinoma (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
179.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
304.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
277.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
261.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
251.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
236.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
229.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
229.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
229.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
228.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
227.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
221.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
214.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
213.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
210.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
209.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
205.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
205.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
205.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
204.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
201.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
198.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
197.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
193.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
192.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
192.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
191.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
190.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
189.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
189.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
185.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
185.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
185.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
184.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
184.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
184.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
183.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
183.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
182.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
181.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
181.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
179.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
179.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
179.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
178.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
178.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
178.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
177.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
175.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
175.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
173.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
172.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
172.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
170.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
169.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
168.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
167.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
166.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
166.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
165.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
164.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
163.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
162.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
161.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
159.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
158.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
158.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
158.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
157.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
154.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
152.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
152.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
151.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
151.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
151.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
150.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
149.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
145.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
142.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
136.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
132.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
130.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
128.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
124.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
123.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
116.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
106.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
102.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
WDR83OS is not prognostic in Rectum Adenocarcinoma (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
64.9
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
176.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
123.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
114.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
114.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
110.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
104.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
104.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
101.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
101.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
98.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
98.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
95.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
95.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
94.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
93.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
92.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
91.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
90.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
90.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
89.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
89.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
88.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
88.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
88.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
88.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
86.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
85.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
84.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
84.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
84.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
84.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
84.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
83.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
83.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
82.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
82.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
81.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
81.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
81.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
80.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
80.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
80.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
79.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
79.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
78.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
77.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
77.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
77.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
76.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
75.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
75.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
74.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
74.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
74.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
73.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
73.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
73.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
73.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
73.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
73.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
72.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
72.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
72.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
72.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
71.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
71.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
71.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
69.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
69.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
69.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
69.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
69.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
68.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
68.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
67.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
67.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
67.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
67.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
67.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
67.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
66.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
66.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
66.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
66.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
66.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
65.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
65.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
65.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
65.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
65.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
65.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
64.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
64.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
64.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
63.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
63.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
63.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
63.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
63.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
63.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
62.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
62.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
62.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
62.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
62.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
62.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
61.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
61.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
61.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
61.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
61.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
61.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
60.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
60.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
60.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
60.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
60.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
59.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
59.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
59.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
59.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
59.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
59.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
58.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
58.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
58.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
58.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
58.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
58.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
58.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
57.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
57.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
56.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
56.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
56.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
56.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
55.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
55.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
55.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
55.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
54.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
54.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
54.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
54.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
54.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
54.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
54.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
53.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
53.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
53.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
53.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
53.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
53.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
53.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
53.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
52.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
52.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
52.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
52.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
52.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
51.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
51.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
51.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
50.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
50.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
50.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
50.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
50.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
49.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
49.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
49.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
49.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
49.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
48.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
48.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
47.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
47.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
47.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
46.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
46.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
46.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
46.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
46.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
45.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
44.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
43.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
42.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
42.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
41.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
40.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
39.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
39.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
39.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
39.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
38.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
38.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
38.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
36.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
36.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
34.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
33.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL 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.