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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.
ATP5F1E 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
152.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
381.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
368.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
353.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
346.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
342.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
334.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
318.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
304.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
291.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
275.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
272.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
270.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
269.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
258.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
253.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
247.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
246.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
246.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
244.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
243.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
242.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
240.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
237.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
237.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
235.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
232.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
230.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
229.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
225.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
223.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
223.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
223.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
217.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
217.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
212.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
212.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
211.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
207.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
206.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
206.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
205.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
204.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
204.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
202.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
201.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
201.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
200.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
199.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
198.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
198.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
197.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
197.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
196.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
196.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
195.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
195.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
193.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
193.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
192.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
192.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
191.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
191.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
189.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
189.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
188.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
187.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
187.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
185.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
185.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
185.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
183.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
181.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
180.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
180.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
179.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
179.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
178.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
178.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
177.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
177.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
176.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
176.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
176.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
175.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
174.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
174.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
172.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
172.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
171.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
170.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
170.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
167.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
163.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
163.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
162.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
159.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
158.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
157.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
157.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
156.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
156.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
154.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
154.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
153.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
152.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
152.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
151.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
151.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
151.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
151.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
150.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
150.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
150.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
149.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
148.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
147.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
145.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
145.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
145.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
144.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
144.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
143.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
142.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
142.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
142.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
141.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
141.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
139.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
138.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
136.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
136.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
134.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
133.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
132.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
132.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
132.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
131.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
130.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
130.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
130.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
129.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
129.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
129.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
128.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
128.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
127.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
126.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
126.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
124.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
124.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
124.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
123.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
123.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
121.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
121.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
120.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
120.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
119.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
118.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
118.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
117.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
116.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
116.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
116.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
116.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
115.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
115.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
115.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
115.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
115.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
114.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
113.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
112.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
112.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
111.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
111.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
110.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
110.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
110.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
110.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
110.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
108.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
108.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
108.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
107.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
107.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
107.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
106.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
106.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
106.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
104.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
104.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
104.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
104.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
103.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
103.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
101.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
101.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
100.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
100.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
100.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
100.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
100.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
100.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
99.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
98.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
98.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
98.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
98.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
97.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
97.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
97.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
96.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
95.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
95.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
95.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
95.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
95.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
94.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
94.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
93.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
92.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
92.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
92.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
91.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
88.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
88.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
88.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
87.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
87.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
87.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
87.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
87.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
87.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
86.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
83.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
83.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
83.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
81.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
80.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
77.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
76.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
76.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
76.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
72.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
71.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
71.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
71.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
68.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
67.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
66.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
64.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
60.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 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.
ATP5F1E 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
24.8
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
57.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
56.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
54.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
53.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
51.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
50.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
49.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
49.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
48.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
47.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
47.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
47.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
45.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
44.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
44.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
43.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
43.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
40.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
39.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
39.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
39.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
38.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
38.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
36.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
35.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
ATP5F1E 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
167.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
383.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
364.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
287.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
267.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
263.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
255.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
253.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
239.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
238.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
235.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
234.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
230.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
222.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
214.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
212.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
212.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
211.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
200.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
200.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
198.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
195.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
193.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
192.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
192.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
192.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
191.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
188.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
184.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
180.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
179.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
178.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
177.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
176.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
175.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
175.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
173.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
172.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
172.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
172.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
172.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
169.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
168.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
168.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
168.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
164.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
162.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
160.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
157.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
155.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
154.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
154.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
151.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
150.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
148.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
146.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
145.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
145.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
142.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
140.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
138.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
135.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
134.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
133.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
130.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
130.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
128.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
128.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
128.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
120.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
118.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
118.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
117.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
117.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
113.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
113.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
113.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
112.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
110.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
108.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
106.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
97.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
96.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
96.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
95.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
95.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
93.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
72.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 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.
ATP5F1E 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
23.4
Number of samples
207
Samples
Sample
Description
TPM
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
49.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
49.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
45.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
42.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
36.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
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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.
The Human Protein Atlas project is funded
